Index

A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | Y | Z

A

addPrefixKeywords() (ContextualAssertion method) addSuffixKeywords() (ContextualAssertion method) addUidCols() (ModelTracer method) afterParam (AssertionLogRegApproach attribute) (AssertionLogRegModel attribute) age_group_obfuscation (Deidentifier attribute) age_ranges (Deidentifier attribute) ageRanges (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) (LightDeIdentification attribute) ageRangesByHipaa (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) aggregate_entities() (in module sparknlp_jsl.utils.training_log_parser_utils) allowMultiTokenChunk (ChunkMapperApproach attribute), [1], [2] (ChunkMapperModel attribute), [1], [2] (CommonChunkMapperParams attribute) (DocMapperApproach attribute), [1], [2] (DocMapperModel attribute), [1], [2] allowZeroContentAfterFiltering (VectorDBPostProcessor attribute) allPossibleFieldsToStandardize (ChunkConverter attribute) (NerConverterInternal attribute) (SourceTrackingMetadataParams attribute) alphabet (EntityRulerInternalApproach attribute) anchorDateDay (DateNormalizer attribute) anchorDateMonth (DateNormalizer attribute) anchorDateYear (DateNormalizer attribute) annotation_schema (REDatasetHelper attribute) AnnotationLab (class in sparknlp_jsl.alab) AnnotationMerger (class in sparknlp_jsl.annotator.annotation_merger) AnnotationToolJsonReader (class in sparknlp_jsl.training) AnnotatorApproachInternal (class in sparknlp_jsl.common.annotator_approach_internal) AnnotatorModelInternal (class in sparknlp_jsl.common.annotator_model_internal)

AnnotatorPropertiesInternal (class in sparknlp_jsl.common.annotator_properties_internal) annotators (in module sparknlp_jsl) anonymize_script() (in module sparknlp_jsl.transpiler.python_2_scala) apply() (AnnotationToolJsonReader method) (CantemistReader method) (CodiEspReader method) (NerCrfEvaluation method) (NerDLEvaluation method) (NerDLMetrics method) (NorvigSpellEvaluation method) (POSEvaluation method) (SymSpellEvaluation method) (SynonymAugmentationUMLS method) apply_method_to_all_md_files() (in module sparknlp_jsl.transpiler.uploader) applyFilterBeforeMerge (AssertionMerger attribute) assertion (ContextualAssertion attribute) (in module sparknlp_jsl.annotator) ASSERTION (InternalAnnotatorType attribute) assertion_log_parser (class in sparknlp_jsl.training_log_parser) AssertionChunkConverter (class in sparknlp_jsl.annotator.assertion.assertion_chunk_converter) AssertionDLApproach (class in sparknlp_jsl.annotator.assertion.assertionDL) (class in sparknlp_jsl.finance.chunk_classification.assertion.assertionDL) (class in sparknlp_jsl.legal.chunk_classification.assertion.assertionDL) AssertionDLModel (class in sparknlp_jsl.annotator.assertion.assertionDL) (class in sparknlp_jsl.finance.chunk_classification.assertion.assertionDL) (class in sparknlp_jsl.legal.chunk_classification.assertion.assertionDL) AssertionFilterer (class in sparknlp_jsl.annotator.chunker.assertion_filterer) AssertionLogRegApproach (class in sparknlp_jsl.annotator.assertion.assertion_dl_reg) AssertionLogRegModel (class in sparknlp_jsl.annotator.assertion.assertion_dl_reg) AssertionMerger (class in sparknlp_jsl.annotator.assertion.assertion_merger) assertionSourcePrecedence (AssertionMerger attribute) augmentCsv() (SynonymAugmentationUMLS method) augmentDataFrame() (SynonymAugmentationUMLS method) aux_label_col (SentenceEntityResolverApproach attribute), [1], [2] AverageEmbeddings (class in sparknlp_jsl.annotator.embeddings.average_embeddings)

B

base_url (AnnotationLab attribute) batchNorm (TFGraphBuilder attribute) batchSize (AssertionDLApproach attribute), [1], [2] (BertSentenceChunkEmbeddings attribute) (ChunkKeyPhraseExtraction attribute) (EntityChunkEmbeddings attribute) (FewShotAssertionClassifierApproach attribute) (FewShotClassifierApproach attribute) (FinanceClassifierDLApproach attribute) (FinanceEncoderDecoder attribute) (FinanceFewShotClassifierApproach attribute) (FinanceNerApproach attribute) (FinanceQuestionAnswering attribute) (FinanceSummarizer attribute) (FinanceTextGenerator attribute) (GenericClassifierApproach attribute) (GenericLogRegClassifierApproach attribute) (GenericSVMClassifierApproach attribute) (LegalClassifierDLApproach attribute) (LegalEncoderDecoder attribute) (LegalFewShotClassifierApproach attribute) (LegalNerApproach attribute) (LegalQuestionAnswering attribute) (LegalSummarizer attribute) (LegalTextGenerator attribute) (MedicalEncoderDecoder attribute) (MedicalLLM attribute) (MedicalNerApproach attribute) (MedicalQuestionAnswering attribute) (MedicalSummarizer attribute) (MedicalTextGenerator attribute) (RelationExtractionApproach attribute) (RelationExtractionDLModel attribute), [1], [2] (Text2SQL attribute) (ZeroShotNerModel attribute), [1], [2]

BeamSearchParams (class in sparknlp_jsl.annotator.qa.beam_search_params) beforeParam (AssertionLogRegApproach attribute) (AssertionLogRegModel attribute) BertSentenceChunkEmbeddings (class in sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings) blackList (AssertionFilterer attribute) (AssertionMerger attribute) (ChunkFilterer attribute) (ChunkFiltererApproach attribute) (ChunkMergeApproach attribute) (ChunkMergeModel attribute) (CommonNerConverterInternalParams attribute) (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) (DocumentFiltererByClassifier attribute) (DocumentFiltererByNER attribute) (FilteringParams attribute) (MultiChunk2Doc attribute) (NerConverterInternal attribute) (NerConverterInternalModel attribute) (WhiteBlackListParams attribute) blackListEntities (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) break_line_after_backslash() (in module sparknlp_jsl.transpiler.python_2_scala) bucket() (in module sparknlp_jsl.transpiler.nlu_2_python) build_python_code() (in module sparknlp_jsl.transpiler.builder) build_scala_code() (in module sparknlp_jsl.transpiler.builder) (RunTranspiledCode static method) buildFromTokens (TextMatcherInternal attribute) (TextMatcherInternalModel attribute)

C

cachePrompt (MedicalLLM attribute) calc_metrics() (in module sparknlp_jsl.utils.training_log_parser_utils) CantemistReader (class in sparknlp_jsl.training) caseSensitive (AssertionFilterer attribute) (AssertionMerger attribute) (BertSentenceChunkEmbeddings attribute) (ChunkFilterer attribute) (ChunkFiltererApproach attribute) (ChunkKeyPhraseExtraction attribute) (ChunkMergeApproach attribute) (ChunkMergeModel attribute) (CommonNerConverterInternalParams attribute) (ContextualAssertion attribute) (ContextualEntityFilterer attribute) (ContextualParserApproach attribute) (ContextualParserModel attribute) (DocumentFiltererByClassifier attribute) (DocumentFiltererByNER attribute) (EntityChunkEmbeddings attribute) (EntityRulerInternalApproach attribute) (EntityRulerInternalModel attribute) (FilteringParams attribute) (FinanceBertForSequenceClassification attribute) (FinanceBertForTokenClassification attribute) (InternalDocumentSplitter attribute) (LargeFewShotClassifierModel attribute) (LegalBertForSequenceClassification attribute) (LegalBertForTokenClassification attribute) (MedicalBertForSequenceClassification attribute) (MedicalBertForTokenClassifier attribute) (MedicalDistilBertForSequenceClassification attribute) (MultiChunk2Doc attribute) (NerConverterInternal attribute) (NerConverterInternalModel attribute) (SentenceEntityResolverApproach attribute), [1], [2] (SentenceResolverParams attribute) (TextMatcherInternal attribute) (TextMatcherInternalModel attribute) (VectorDBPostProcessor attribute) (WhiteBlackListParams attribute) (ZeroShotNerModel attribute), [1], [2] (ZeroShotRelationExtractionModel attribute), [1], [2] chatTemplate (MedicalLLM attribute) check_column_mapping_dict() (PipelineOutputParser method) check_unique_id() (PipelineOutputParser method) Chunk2Token (class in sparknlp_jsl.annotator.chunk2_token) chunkBeginCol (AssertionChunkConverter attribute) chunkCol (Doc2ChunkInternal attribute) ChunkConverter (class in sparknlp_jsl.annotator.chunker.chunk_converter) chunkEndCol (AssertionChunkConverter attribute) chunker (in module sparknlp_jsl.annotator) ChunkFilterer (class in sparknlp_jsl.annotator.chunker.chunker_filterer) ChunkFiltererApproach (class in sparknlp_jsl.annotator.chunker.chunker_filterer) ChunkKeyPhraseExtraction (class in sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction) ChunkMapperApproach (class in sparknlp_jsl.annotator.chunker.chunkmapper) (class in sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper) (class in sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper) ChunkMapperFilterer (class in sparknlp_jsl.annotator.chunker.chunkmapper_filterer) ChunkMapperFuzzyMatchingParams (class in sparknlp_jsl.annotator.chunker.chunkmapper) ChunkMapperModel (class in sparknlp_jsl.annotator.chunker.chunkmapper) (class in sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper) (class in sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper) ChunkMergeApproach (class in sparknlp_jsl.annotator.merge.chunk_merge) ChunkMergeModel (class in sparknlp_jsl.annotator.merge.chunk_merge) chunkOverlap (InternalDocumentSplitter attribute) chunkPrecedence (ChunkMergeApproach attribute) (ChunkMergeModel attribute) (MergePrioritizationParams attribute) chunkPrecedenceValuePrioritization (ChunkMergeApproach attribute) (ChunkMergeModel attribute) (MergePrioritizationParams attribute) ChunkSentenceSplitter (class in sparknlp_jsl.annotator.chunker.chunk_sentence_splitter) chunkSize (InternalDocumentSplitter attribute) chunkTextCol (AssertionChunkConverter attribute) chunkWeight (BertSentenceChunkEmbeddings attribute) classes (AssertionDLModel attribute), [1], [2] (ClassNames attribute) (FewShotAssertionClassifierModel attribute) (FewShotClassifierModel attribute) (FinanceClassifierDLModel attribute) (FinanceFewShotClassifierModel attribute) (FinanceNerModel attribute) (GenericClassifierModel attribute) (GenericLogRegClassifierModel attribute) (GenericREModel attribute) (GenericSVMClassifierModel attribute) (LegalClassifierDLModel attribute) (LegalFewShotClassifierModel attribute) (LegalNerModel attribute) (MedicalNerModel attribute) (PosologyREModel attribute) (RelationExtractionDLModel attribute), [1], [2] (RelationExtractionModel attribute) classification (in module sparknlp_jsl.annotator) classificationModel (DocumentLogRegClassifierModel attribute) (DocumentMLClassifierModel attribute) (FinanceDocumentMLClassifierModel attribute) (LegalDocumentMLClassifierModel attribute) classificationModelClass (DocumentMLClassifierApproach attribute) (FinanceDocumentMLClassifierApproach attribute) (LegalDocumentMLClassifierApproach attribute) classificationModelPath (DocumentLogRegClassifierApproach attribute) (DocumentMLClassifierApproach attribute) (FinanceDocumentMLClassifierApproach attribute) (LegalDocumentMLClassifierApproach attribute) classname (LLMLoader attribute) ClassNames (class in sparknlp_jsl.transpiler.class_names) cleanAnnotations (Flattener attribute) clear() (AnnotationMerger method) (AnnotatorApproachInternal method) (AnnotatorModelInternal method) (AnnotatorPropertiesInternal method) (AssertionChunkConverter method) (AssertionDLApproach method), [1], [2] (AssertionDLModel method), [1], [2] (AssertionFilterer method) (AssertionLogRegApproach method) (AssertionLogRegModel method) (AssertionMerger method) (AverageEmbeddings method) (BertSentenceChunkEmbeddings method) (Chunk2Token method) (ChunkConverter method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkKeyPhraseExtraction method) (ChunkMapperApproach method), [1], [2] (ChunkMapperFilterer method) (ChunkMapperModel method), [1], [2] (ChunkMergeApproach method) (ChunkMergeModel method) (ChunkSentenceSplitter method) (ContextSplitAssembler method) (ContextualAssertion method) (ContextualEntityFilterer method) (ContextualParserApproach method) (ContextualParserModel method) (CustomTransformer method) (DateNormalizer method) (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (Doc2ChunkInternal method) (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (DocumentHashCoder method) (DocumentLogRegClassifierApproach method) (DocumentLogRegClassifierModel method) (DocumentMLClassifierApproach method) (DocumentMLClassifierModel method) (DrugNormalizer method) (EntityChunkEmbeddings method) (EntityRulerInternalApproach method) (EntityRulerInternalModel method) (ExtractiveSummarization method) (FeaturesAssembler method) (FewShotAssertionClassifierApproach method) (FewShotAssertionClassifierModel method) (FewShotAssertionSentenceConverter method) (FewShotClassifierApproach method) (FewShotClassifierModel method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (FinanceClassifierDLApproach method) (FinanceClassifierDLModel method) (FinanceDocumentHashCoder method) (FinanceDocumentMLClassifierApproach method) (FinanceDocumentMLClassifierModel method) (FinanceEncoderDecoder method) (FinanceFewShotClassifierApproach method) (FinanceFewShotClassifierModel method) (FinanceNerApproach method) (FinanceNerModel method) (FinanceNerQuestionGenerator method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (Flattener method) (GenericClassifierApproach method) (GenericClassifierModel method) (GenericLogRegClassifierApproach method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierApproach method) (GenericSVMClassifierModel method) (InternalDocumentSplitter method) (IOBTagger method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (LegalClassifierDLApproach method) (LegalClassifierDLModel method) (LegalDocumentHashCoder method) (LegalDocumentMLClassifierApproach method) (LegalDocumentMLClassifierModel method) (LegalEncoderDecoder method) (LegalFewShotClassifierApproach method) (LegalFewShotClassifierModel method) (LegalNerApproach method) (LegalNerModel method) (LegalNerQuestionGenerator method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (LightDeIdentification method) (LLMLoader method) (Mapper2Chunk method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MedicalEncoderDecoder method) (MedicalLLM method) (MedicalNerApproach method) (MedicalNerModel method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (MultiChunk2Doc method) (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) (NerChunker method) (NerConverterInternal method) (NerConverterInternalModel method) (NerDisambiguator method) (NerDisambiguatorModel method) (NerQuestionGenerator method) (NerTemplateRenderModel method) (PosologyREModel method) (REChunkMerger method) (RegexMatcherInternal method) (RegexMatcherInternalModel method) (ReIdentification method) (RelationExtractionApproach method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (RENerChunksFilter method) (Replacer method) (Resolution2Chunk method) (ResolverMerger method) (Router method) (SentenceEntityResolverApproach method), [1], [2] (SentenceEntityResolverModel method), [1], [2] (Text2SQL method) (TextMatcherInternal method) (TextMatcherInternalModel method) (TFGraphBuilder method) (TFGraphBuilderModel method) (VectorDBPostProcessor method) (WindowedSentenceModel method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2] client_id (AnnotationLab attribute) client_secret (AnnotationLab attribute) coalesceSentences (FinanceBertForSequenceClassification attribute) (LegalBertForSequenceClassification attribute) (MedicalBertForSequenceClassification attribute) (MedicalDistilBertForSequenceClassification attribute) (ZeroShotNerModel attribute), [1], [2] (ZeroShotRelationExtractionModel attribute), [1], [2]

CodiEspReader (class in sparknlp_jsl.training) colors (in module sparknlp_jsl.utils.ocr_nlp_processor) (in module sparknlp_jsl.utils.ocr_utils) colors_rgb (in module sparknlp_jsl.utils.ocr_utils) columns (StructuredDeidentification attribute) (TextToDocumentsColumns attribute) combineEntities (NerTemplateRenderModel attribute) combineRegexPatterns (DeIdentification attribute), [1], [2] CommonChunkMapperParams (class in sparknlp_jsl.annotator.chunker.chunkmapper) CommonNerConverterInternalParams (class in sparknlp_jsl.annotator.ner.ner_converter_internal) Compatibility (class in sparknlp_jsl.compatibility) compile_scala_code() (in module sparknlp_jsl.transpiler.builder) (RunTranspiledCode static method) completeContextMatch (ContextualParserApproach attribute) computeAccuracyAnnotator() (NerCrfEvaluation method) (NerDLEvaluation method) (NorvigSpellEvaluation method) (POSEvaluation method) (SymSpellEvaluation method) computeAccuracyModel() (NerCrfEvaluation method) (NerDLEvaluation method) (NorvigSpellEvaluation method) (POSEvaluation method) (SymSpellEvaluation method) computeMetricsFromDF() (NerDLMetrics method) concatenateSentences (ChunkKeyPhraseExtraction attribute) confidenceCalculationDirection (ContextualAssertion attribute) confidenceFunction (SentenceEntityResolverApproach attribute), [1], [2] (SentenceResolverParams attribute) configProtoBytes (AssertionDLApproach attribute), [1], [2] (AssertionDLModel attribute), [1], [2] (BertSentenceChunkEmbeddings attribute) (ChunkKeyPhraseExtraction attribute) (EntityChunkEmbeddings attribute) (FinanceBertForSequenceClassification attribute) (FinanceBertForTokenClassification attribute) (FinanceClassifierDLApproach attribute) (FinanceClassifierDLModel attribute) (FinanceEncoderDecoder attribute) (FinanceNerApproach attribute) (FinanceNerModel attribute) (FinanceQuestionAnswering attribute) (FinanceSummarizer attribute) (FinanceTextGenerator attribute) (LegalBertForSequenceClassification attribute) (LegalBertForTokenClassification attribute) (LegalClassifierDLApproach attribute) (LegalClassifierDLModel attribute) (LegalEncoderDecoder attribute) (LegalNerApproach attribute) (LegalNerModel attribute) (LegalQuestionAnswering attribute) (LegalSummarizer attribute) (LegalTextGenerator attribute) (MedicalBertForSequenceClassification attribute) (MedicalBertForTokenClassifier attribute) (MedicalDistilBertForSequenceClassification attribute) (MedicalEncoderDecoder attribute) (MedicalNerApproach attribute) (MedicalNerModel attribute) (MedicalQuestionAnswering attribute) (MedicalSummarizer attribute) (MedicalTextGenerator attribute) (Text2SQL attribute) (ZeroShotNerModel attribute), [1], [2] (ZeroShotRelationExtractionModel attribute), [1], [2] consistentObfuscation (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) context (in module sparknlp_jsl.annotator) ContextSplitAssembler (class in sparknlp_jsl.annotator.rag.context_split_assembler) ContextualAssertion (class in sparknlp_jsl.annotator.assertion.contextual_assertion) ContextualEntityFilterer (class in sparknlp_jsl.annotator.context.contextual_entity_filterer) ContextualParserApproach (class in sparknlp_jsl.annotator.context.contextual_parser) ContextualParserModel (class in sparknlp_jsl.annotator.context.contextual_parser) convert() (in module sparknlp_jsl.transpiler.python_2_scala) convert_class_name() (in module sparknlp_jsl.transpiler.python_2_scala) convert_nlu_component_to_python() (in module sparknlp_jsl.transpiler.nlu_2_python) convert_python_dict_to_scala_script() (in module sparknlp_jsl.transpiler.python_2_scala) convert_to_CONLL() (in module sparknlp_jsl.utils.visualner_annotations_parser) cookies (AnnotationLab attribute) copy() (AnnotationMerger method) (AnnotatorApproachInternal method) (AnnotatorModelInternal method) (AnnotatorPropertiesInternal method) (AssertionChunkConverter method) (AssertionDLApproach method), [1], [2] (AssertionDLModel method), [1], [2] (AssertionFilterer method) (AssertionLogRegApproach method) (AssertionLogRegModel method) (AssertionMerger method) (AverageEmbeddings method) (BertSentenceChunkEmbeddings method) (Chunk2Token method) (ChunkConverter method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkKeyPhraseExtraction method) (ChunkMapperApproach method), [1], [2] (ChunkMapperFilterer method) (ChunkMapperModel method), [1], [2] (ChunkMergeApproach method) (ChunkMergeModel method) (ChunkSentenceSplitter method) (ContextSplitAssembler method) (ContextualAssertion method) (ContextualEntityFilterer method) (ContextualParserApproach method) (ContextualParserModel method) (CustomTransformer method) (DateNormalizer method) (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (Doc2ChunkInternal method) (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (DocumentHashCoder method) (DocumentLogRegClassifierApproach method) (DocumentLogRegClassifierModel method) (DocumentMLClassifierApproach method) (DocumentMLClassifierModel method) (DrugNormalizer method) (EntityChunkEmbeddings method) (EntityRulerInternalApproach method) (EntityRulerInternalModel method) (ExtractiveSummarization method) (FeaturesAssembler method) (FewShotAssertionClassifierApproach method) (FewShotAssertionClassifierModel method) (FewShotAssertionSentenceConverter method) (FewShotClassifierApproach method) (FewShotClassifierModel method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (FinanceClassifierDLApproach method) (FinanceClassifierDLModel method) (FinanceDocumentHashCoder method) (FinanceDocumentMLClassifierApproach method) (FinanceDocumentMLClassifierModel method) (FinanceEncoderDecoder method) (FinanceFewShotClassifierApproach method) (FinanceFewShotClassifierModel method) (FinanceNerApproach method) (FinanceNerModel method) (FinanceNerQuestionGenerator method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (Flattener method) (GenericClassifierApproach method) (GenericClassifierModel method) (GenericLogRegClassifierApproach method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierApproach method) (GenericSVMClassifierModel method) (InternalDocumentSplitter method) (IOBTagger method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (LegalClassifierDLApproach method) (LegalClassifierDLModel method) (LegalDocumentHashCoder method) (LegalDocumentMLClassifierApproach method) (LegalDocumentMLClassifierModel method) (LegalEncoderDecoder method) (LegalFewShotClassifierApproach method) (LegalFewShotClassifierModel method) (LegalNerApproach method) (LegalNerModel method) (LegalNerQuestionGenerator method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (LightDeIdentification method) (LLMLoader method) (Mapper2Chunk method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MedicalEncoderDecoder method) (MedicalLLM method) (MedicalNerApproach method) (MedicalNerModel method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (MultiChunk2Doc method) (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) (NerChunker method) (NerConverterInternal method) (NerConverterInternalModel method) (NerDisambiguator method) (NerDisambiguatorModel method) (NerQuestionGenerator method) (NerTemplateRenderModel method) (PosologyREModel method) (REChunkMerger method) (RegexMatcherInternal method) (RegexMatcherInternalModel method) (ReIdentification method) (RelationExtractionApproach method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (RENerChunksFilter method) (Replacer method) (Resolution2Chunk method) (ResolverMerger method) (Router method) (SentenceEntityResolverApproach method), [1], [2] (SentenceEntityResolverModel method), [1], [2] (Text2SQL method) (TextMatcherInternal method) (TextMatcherInternalModel method) (TFGraphBuilder method) (TFGraphBuilderModel method) (VectorDBPostProcessor method) (WindowedSentenceModel method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2] count_chunks() (in module sparknlp_jsl.utils.training_log_parser_utils) create_annotation_column() (REDatasetHelper method) create_project() (AnnotationLab method) createParserDictionary() (PipelineTracer method) criteria (AssertionFilterer attribute) (ChunkFilterer attribute) (ChunkFiltererApproach attribute) (ChunkMergeApproach attribute) (ChunkMergeModel attribute) (CommonNerConverterInternalParams attribute) (FilteringParams attribute) (NerConverterInternal attribute) (NerConverterInternalModel attribute) custom_pipeline (Deidentifier attribute) customBoundsStrategy (InternalDocumentSplitter attribute) customLabels (GenericREModel attribute) (PosologyREModel attribute) (RelationExtractionApproach attribute) (RelationExtractionDLModel attribute), [1], [2] (RelationExtractionModel attribute) CustomLabels() (in module sparknlp_jsl.internal) customPrompt (FinanceQuestionAnswering attribute) (FinanceTextGenerator attribute) (LegalQuestionAnswering attribute) (LegalTextGenerator attribute) (MedicalQuestionAnswering attribute) (MedicalTextGenerator attribute) (Text2SQL attribute) CustomTransformer (class in sparknlp_jsl.custom_transformer)

D

data (REDatasetHelper attribute) database (EntityRulerInternalModel attribute) datasetInfo (AssertionDLApproach attribute), [1], [2] (AssertionDLModel attribute), [1], [2] (FewShotAssertionClassifierApproach attribute) (FewShotAssertionClassifierModel attribute) (FewShotClassifierApproach attribute) (FewShotClassifierModel attribute) (FinanceFewShotClassifierApproach attribute) (FinanceFewShotClassifierModel attribute) (FinanceNerApproach attribute) (FinanceNerModel attribute) (GenericClassifierApproach attribute) (GenericClassifierModel attribute) (GenericLogRegClassifierApproach attribute) (GenericLogRegClassifierModel attribute) (GenericREModel attribute) (GenericSVMClassifierApproach attribute) (GenericSVMClassifierModel attribute) (LegalFewShotClassifierApproach attribute) (LegalFewShotClassifierModel attribute) (LegalNerApproach attribute) (LegalNerModel attribute) (MedicalNerApproach attribute) (MedicalNerModel attribute) (PosologyREModel attribute) (RelationExtractionApproach attribute) (RelationExtractionModel attribute) (SentenceEntityResolverApproach attribute), [1], [2] (SentenceResolverParams attribute) date_shift_column_name (Deidentifier attribute) date_tag (Deidentifier attribute) dateEntities (LightDeIdentification attribute) dateFormats (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) (LightDeIdentification attribute) DateNormalizer (class in sparknlp_jsl.annotator.normalizer.date_normalizer) dateShiftColumn (DocumentHashCoder attribute) (FinanceDocumentHashCoder attribute) (LegalDocumentHashCoder attribute) dateTag (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) dateToYear (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) days (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) (LightDeIdentification attribute) defaultConfidence (AssertionMerger attribute) (ChunkMergeApproach attribute) (ChunkMergeModel attribute) (MergePrioritizationParams attribute) defaultEntity (ChunkSentenceSplitter attribute) defaultReplacementDay (DateNormalizer attribute) defaultReplacementMonth (DateNormalizer attribute) defaultReplacementYear (DateNormalizer attribute) defragmentationThreshold (MedicalLLM attribute) deid (in module sparknlp_jsl.annotator) deid_with_custom_pipeline() (Deidentifier method) deid_with_pretrained_pipeline() (Deidentifier method) DeIdentification (class in sparknlp_jsl.annotator.deid.deIdentification) (class in sparknlp_jsl.finance.chunk_classification.deid.deIdentification) (class in sparknlp_jsl.legal.chunk_classification.deid.deIdentification) DeIdentificationModel (class in sparknlp_jsl.annotator.deid.deIdentification) (class in sparknlp_jsl.finance.chunk_classification.deid.deIdentification) (class in sparknlp_jsl.legal.chunk_classification.deid.deIdentification) DeIdentificationParams (class in sparknlp_jsl.annotator.deid.deidentication_params) Deidentifier (class in sparknlp_jsl.deidentification_module) deidentify() (Deidentifier method) delete_project() (AnnotationLab method) delete_tasks() (AnnotationLab method) delimiter (RegexMatcherInternal attribute) (TextMatcherInternal attribute) (TextMatcherInternalModel attribute) dict_to_annotation_converter() (in module sparknlp_jsl.utils.deidentification_utils) dictionary (ChunkMapperApproach attribute), [1], [2] (ContextualParserApproach attribute) (DocMapperApproach attribute), [1], [2] diff_between_HCCs() (RiskAdjustmentUtil static method) dimension (BertSentenceChunkEmbeddings attribute) (ChunkKeyPhraseExtraction attribute) (EntityChunkEmbeddings attribute) (SentenceEntityResolverModel attribute), [1], [2] directionSensitive (GenericREModel attribute) (PosologyREModel attribute) (RelationExtractionApproach attribute) (RelationExtractionModel attribute) (RENerChunksFilter attribute) disableTokenIds (MedicalLLM attribute) disambiguation (in module sparknlp_jsl.annotator) DISAMBIGUATION (InternalAnnotatorType attribute) distanceFunction (SentenceEntityResolverApproach attribute), [1], [2] (SentenceResolverParams attribute) divergence (ChunkKeyPhraseExtraction attribute) diversityThreshold (VectorDBPostProcessor attribute)

Doc2ChunkInternal (class in sparknlp_jsl.annotator.doc2_chunk_internal) docLevelRelations (RENerChunksFilter attribute) DocMapperApproach (class in sparknlp_jsl.annotator.chunker.docmapper) (class in sparknlp_jsl.finance.chunk_classification.resolution.docmapper) (class in sparknlp_jsl.legal.chunk_classification.resolution.docmapper) DocMapperModel (class in sparknlp_jsl.annotator.chunker.docmapper) (class in sparknlp_jsl.finance.chunk_classification.resolution.docmapper) (class in sparknlp_jsl.legal.chunk_classification.resolution.docmapper) document (Deidentifier attribute) document_assembler (in module sparknlp_jsl.utils.alab_utils) DocumentFiltererByClassifier (class in sparknlp_jsl.annotator.document_filterer_by_classifier) DocumentFiltererByNER (class in sparknlp_jsl.annotator.document_filterer_by_ner) DocumentHashCoder (class in sparknlp_jsl.annotator.deid.doccument_hashcoder) documenthashcoder_col_name (Deidentifier attribute) documentLevelProcessing (ChunkKeyPhraseExtraction attribute) DocumentLogRegClassifierApproach (class in sparknlp_jsl.annotator.classification.document_log_classifier) DocumentLogRegClassifierModel (class in sparknlp_jsl.annotator.classification.document_log_classifier) DocumentMLClassifierApproach (class in sparknlp_jsl.annotator.classification.document_ml_classifier) DocumentMLClassifierModel (class in sparknlp_jsl.annotator.classification.document_ml_classifier) DocumentMLClassifierParams (class in sparknlp_jsl.annotator.classification.document_ml_classifier) doExceptionHandling (AssertionDLApproach attribute), [1], [2] (ChunkFiltererApproach attribute) (ChunkMapperApproach attribute), [1], [2] (ChunkMapperModel attribute), [1], [2] (ChunkMergeApproach attribute) (CommonChunkMapperParams attribute) (CommonNerConverterInternalParams attribute) (ContextualAssertion attribute) (ContextualEntityFilterer attribute) (ContextualParserApproach attribute) (ContextualParserModel attribute) (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DocMapperApproach attribute), [1], [2] (DocMapperModel attribute), [1], [2] (FewShotAssertionClassifierApproach attribute) (FewShotAssertionClassifierModel attribute) (FewShotClassifierApproach attribute) (FewShotClassifierModel attribute) (FinanceFewShotClassifierApproach attribute) (FinanceFewShotClassifierModel attribute) (FinanceNerModel attribute) (GenericClassifierApproach attribute) (GenericClassifierModel attribute) (GenericLogRegClassifierApproach attribute) (GenericLogRegClassifierModel attribute) (GenericREModel attribute) (GenericSVMClassifierApproach attribute) (GenericSVMClassifierModel attribute) (HandleExceptionParams attribute) (LegalFewShotClassifierApproach attribute) (LegalFewShotClassifierModel attribute) (LegalNerModel attribute) (MedicalNerModel attribute) (NerConverterInternal attribute) (NerConverterInternalModel attribute) (PosologyREModel attribute) (RelationExtractionApproach attribute) (RelationExtractionDLModel attribute), [1], [2] (RelationExtractionModel attribute) (SentenceEntityResolverApproach attribute), [1], [2] (SentenceResolverParams attribute) domain (Deidentifier attribute) doSample (BeamSearchParams attribute) (FinanceEncoderDecoder attribute) (FinanceQuestionAnswering attribute) (FinanceSummarizer attribute) (FinanceTextGenerator attribute) (LegalEncoderDecoder attribute) (LegalQuestionAnswering attribute) (LegalSummarizer attribute) (LegalTextGenerator attribute) (MedicalEncoderDecoder attribute) (MedicalQuestionAnswering attribute) (MedicalSummarizer attribute) (MedicalTextGenerator attribute) (Text2SQL attribute) downloadModel() (InternalResourceDownloader static method) downloadModelDirectly() (InternalResourceDownloader static method) draw_boxes_on_image_handwritten_region() (in module sparknlp_jsl.utils.ocr_utils) dropCodesList (SentenceEntityResolverApproach attribute), [1], [2] dropout (AssertionDLApproach attribute), [1], [2] (FewShotAssertionClassifierApproach attribute) (FewShotClassifierApproach attribute) (FinanceClassifierDLApproach attribute) (FinanceFewShotClassifierApproach attribute) (FinanceNerApproach attribute) (GenericClassifierApproach attribute) (GenericLogRegClassifierApproach attribute) (GenericSVMClassifierApproach attribute) (LegalClassifierDLApproach attribute) (LegalFewShotClassifierApproach attribute) (LegalNerApproach attribute) (MedicalNerApproach attribute) (RelationExtractionApproach attribute) dropPunctuation (ChunkKeyPhraseExtraction attribute) DrugNormalizer (class in sparknlp_jsl.annotator.normalizer.drug_normalizer) dynamicTemperatureExponent (MedicalLLM attribute) dynamicTemperatureRange (MedicalLLM attribute)

E

earlyStoppingCriterion (FinanceNerApproach attribute) (LegalNerApproach attribute) (MedicalNerApproach attribute) earlyStoppingPatience (FinanceNerApproach attribute) (LegalNerApproach attribute) (MedicalNerApproach attribute) embedding (MedicalLLM attribute) embeddings (in module sparknlp_jsl.annotator) embeddingTypeParam (NerDisambiguator attribute) (NerDisambiguatorModel attribute) empty_df (in module sparknlp_jsl.utils.alab_utils) enableCharFingerprintMatching (ChunkMapperApproach attribute), [1], [2] (ChunkMapperFuzzyMatchingParams attribute) (DocMapperApproach attribute), [1], [2] enableFuzzyMatching (ChunkMapperApproach attribute), [1], [2] (ChunkMapperFuzzyMatchingParams attribute) (DocMapperApproach attribute), [1], [2] enableInMemoryStorage (EntityRulerInternalApproach attribute) enableMemoryOptimizer (FinanceNerApproach attribute) (LegalNerApproach attribute) (MedicalNerApproach attribute) enableOutputLogs (AssertionDLApproach attribute), [1], [2] (FinanceClassifierDLApproach attribute) (FinanceNerApproach attribute) (LegalClassifierDLApproach attribute) (LegalNerApproach attribute) (MedicalNerApproach attribute) enableSentenceIncrement (InternalDocumentSplitter attribute) enableTokenFingerprintMatching (ChunkMapperApproach attribute), [1], [2] (ChunkMapperFuzzyMatchingParams attribute) (DocMapperApproach attribute), [1], [2] encodeModel() (LLMLoader method) endCol (AssertionDLApproach attribute), [1], [2] (AssertionLogRegApproach attribute) (AssertionLogRegModel attribute) eNetParam (AssertionLogRegApproach attribute) engine (AssertionDLApproach attribute), [1], [2] (FewShotAssertionClassifierApproach attribute) (FewShotClassifierApproach attribute) (FinanceClassifierDLModel attribute) (FinanceFewShotClassifierApproach attribute) (FinanceNerApproach attribute) (GenericClassifierApproach attribute) (GenericLogRegClassifierApproach attribute) (GenericSVMClassifierApproach attribute) (LegalClassifierDLModel attribute) (LegalFewShotClassifierApproach attribute) (LegalNerApproach attribute) (MedicalNerApproach attribute) (RelationExtractionApproach attribute) (SentenceEntityResolverApproach attribute), [1], [2] (ZeroShotNerModel attribute), [1], [2] entities (FinanceNerApproach attribute) (LegalNerApproach attribute) (MedicalNerApproach attribute) (TextMatcherInternal attribute) entities1 (FinanceNerQuestionGenerator attribute) (LegalNerQuestionGenerator attribute) (NerQuestionGenerator attribute) entities2 (FinanceNerQuestionGenerator attribute) (LegalNerQuestionGenerator attribute) (NerQuestionGenerator attribute) entitiesConfidence (ChunkFilterer attribute) entitiesConfidenceResource (ChunkFiltererApproach attribute) (ChunkMergeApproach attribute) (MergeResourceParams attribute) entitiesConfidenceResourceAsJsonString (ChunkFiltererApproach attribute) entityAssertionCaseSensitive (AssertionDLModel attribute), [1], [2] entityCasingModesPath (DeIdentification attribute), [1], [2] EntityChunkEmbeddings (class in sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings) EntityRulerInternalApproach (class in sparknlp_jsl.annotator.er.entity_ruler_internal) EntityRulerInternalModel (class in sparknlp_jsl.annotator.er.entity_ruler_internal) entityScopes (NerTemplateRenderModel attribute) entityValue (TextMatcherInternal attribute) (TextMatcherInternalModel attribute) entityWeights (EntityChunkEmbeddings attribute) EntityWeights() (in module sparknlp_jsl.internal) epochs (AssertionDLApproach attribute), [1], [2] epochsN (FewShotAssertionClassifierApproach attribute) (FewShotClassifierApproach attribute) (FinanceFewShotClassifierApproach attribute) (GenericClassifierApproach attribute) (GenericLogRegClassifierApproach attribute) (GenericSVMClassifierApproach attribute) (LegalFewShotClassifierApproach attribute) (RelationExtractionApproach attribute) evaluate() (in module sparknlp_jsl.utils.ner_utils) (ner_log_parser method) evaluate_conll_file() (in module sparknlp_jsl.utils.ner_utils) (ner_log_parser method) evaluationLogExtended (FinanceClassifierDLApproach attribute) (FinanceNerApproach attribute) (LegalClassifierDLApproach attribute) (LegalNerApproach attribute) (MedicalNerApproach attribute) explainParam() (AnnotationMerger method) (AnnotatorApproachInternal method) (AnnotatorModelInternal method) (AnnotatorPropertiesInternal method) (AssertionChunkConverter method) (AssertionDLApproach method), [1], [2] (AssertionDLModel method), [1], [2] (AssertionFilterer method) (AssertionLogRegApproach method) (AssertionLogRegModel method) (AssertionMerger method) (AverageEmbeddings method) (BertSentenceChunkEmbeddings method) (Chunk2Token method) (ChunkConverter method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkKeyPhraseExtraction method) (ChunkMapperApproach method), [1], [2] (ChunkMapperFilterer method) (ChunkMapperModel method), [1], [2] (ChunkMergeApproach method) (ChunkMergeModel method) (ChunkSentenceSplitter method) (ContextSplitAssembler method) (ContextualAssertion method) (ContextualEntityFilterer method) (ContextualParserApproach method) (ContextualParserModel method) (CustomTransformer method) (DateNormalizer method) (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (Doc2ChunkInternal method) (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (DocumentHashCoder method) (DocumentLogRegClassifierApproach method) (DocumentLogRegClassifierModel method) (DocumentMLClassifierApproach method) (DocumentMLClassifierModel method) (DrugNormalizer method) (EntityChunkEmbeddings method) (EntityRulerInternalApproach method) (EntityRulerInternalModel method) (ExtractiveSummarization method) (FeaturesAssembler method) (FewShotAssertionClassifierApproach method) (FewShotAssertionClassifierModel method) (FewShotAssertionSentenceConverter method) (FewShotClassifierApproach method) (FewShotClassifierModel method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (FinanceClassifierDLApproach method) (FinanceClassifierDLModel method) (FinanceDocumentHashCoder method) (FinanceDocumentMLClassifierApproach method) (FinanceDocumentMLClassifierModel method) (FinanceEncoderDecoder method) (FinanceFewShotClassifierApproach method) (FinanceFewShotClassifierModel method) (FinanceNerApproach method) (FinanceNerModel method) (FinanceNerQuestionGenerator method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (Flattener method) (GenericClassifierApproach method) (GenericClassifierModel method) (GenericLogRegClassifierApproach method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierApproach method) (GenericSVMClassifierModel method) (InternalDocumentSplitter method) (IOBTagger method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (LegalClassifierDLApproach method) (LegalClassifierDLModel method) (LegalDocumentHashCoder method) (LegalDocumentMLClassifierApproach method) (LegalDocumentMLClassifierModel method) (LegalEncoderDecoder method) (LegalFewShotClassifierApproach method) (LegalFewShotClassifierModel method) (LegalNerApproach method) (LegalNerModel method) (LegalNerQuestionGenerator method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (LightDeIdentification method) (LLMLoader method) (Mapper2Chunk method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MedicalEncoderDecoder method) (MedicalLLM method) (MedicalNerApproach method) (MedicalNerModel method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (MultiChunk2Doc method) (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) (NerChunker method) (NerConverterInternal method) (NerConverterInternalModel method) (NerDisambiguator method) (NerDisambiguatorModel method) (NerQuestionGenerator method) (NerTemplateRenderModel method) (PosologyREModel method) (REChunkMerger method) (RegexMatcherInternal method) (RegexMatcherInternalModel method) (ReIdentification method) (RelationExtractionApproach method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (RENerChunksFilter method) (Replacer method) (Resolution2Chunk method) (ResolverMerger method) (Router method) (SentenceEntityResolverApproach method), [1], [2] (SentenceEntityResolverModel method), [1], [2] (Text2SQL method) (TextMatcherInternal method) (TextMatcherInternalModel method) (TFGraphBuilder method) (TFGraphBuilderModel method) (VectorDBPostProcessor method) (WindowedSentenceModel method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2] explainParams() (AnnotationMerger method) (AnnotatorApproachInternal method) (AnnotatorModelInternal method) (AnnotatorPropertiesInternal method) (AssertionChunkConverter method) (AssertionDLApproach method), [1], [2] (AssertionDLModel method), [1], [2] (AssertionFilterer method) (AssertionLogRegApproach method) (AssertionLogRegModel method) (AssertionMerger method) (AverageEmbeddings method) (BertSentenceChunkEmbeddings method) (Chunk2Token method) (ChunkConverter method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkKeyPhraseExtraction method) (ChunkMapperApproach method), [1], [2] (ChunkMapperFilterer method) (ChunkMapperModel method), [1], [2] (ChunkMergeApproach method) (ChunkMergeModel method) (ChunkSentenceSplitter method) (ContextSplitAssembler method) (ContextualAssertion method) (ContextualEntityFilterer method) (ContextualParserApproach method) (ContextualParserModel method) (CustomTransformer method) (DateNormalizer method) (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (Doc2ChunkInternal method) (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (DocumentHashCoder method) (DocumentLogRegClassifierApproach method) (DocumentLogRegClassifierModel method) (DocumentMLClassifierApproach method) (DocumentMLClassifierModel method) (DrugNormalizer method) (EntityChunkEmbeddings method) (EntityRulerInternalApproach method) (EntityRulerInternalModel method) (ExtractiveSummarization method) (FeaturesAssembler method) (FewShotAssertionClassifierApproach method) (FewShotAssertionClassifierModel method) (FewShotAssertionSentenceConverter method) (FewShotClassifierApproach method) (FewShotClassifierModel method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (FinanceClassifierDLApproach method) (FinanceClassifierDLModel method) (FinanceDocumentHashCoder method) (FinanceDocumentMLClassifierApproach method) (FinanceDocumentMLClassifierModel method) (FinanceEncoderDecoder method) (FinanceFewShotClassifierApproach method) (FinanceFewShotClassifierModel method) (FinanceNerApproach method) (FinanceNerModel method) (FinanceNerQuestionGenerator method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (Flattener method) (GenericClassifierApproach method) (GenericClassifierModel method) (GenericLogRegClassifierApproach method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierApproach method) (GenericSVMClassifierModel method) (InternalDocumentSplitter method) (IOBTagger method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (LegalClassifierDLApproach method) (LegalClassifierDLModel method) (LegalDocumentHashCoder method) (LegalDocumentMLClassifierApproach method) (LegalDocumentMLClassifierModel method) (LegalEncoderDecoder method) (LegalFewShotClassifierApproach method) (LegalFewShotClassifierModel method) (LegalNerApproach method) (LegalNerModel method) (LegalNerQuestionGenerator method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (LightDeIdentification method) (LLMLoader method) (Mapper2Chunk method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MedicalEncoderDecoder method) (MedicalLLM method) (MedicalNerApproach method) (MedicalNerModel method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (MultiChunk2Doc method) (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) (NerChunker method) (NerConverterInternal method) (NerConverterInternalModel method) (NerDisambiguator method) (NerDisambiguatorModel method) (NerQuestionGenerator method) (NerTemplateRenderModel method) (PosologyREModel method) (REChunkMerger method) (RegexMatcherInternal method) (RegexMatcherInternalModel method) (ReIdentification method) (RelationExtractionApproach method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (RENerChunksFilter method) (Replacer method) (Resolution2Chunk method) (ResolverMerger method) (Router method) (SentenceEntityResolverApproach method), [1], [2] (SentenceEntityResolverModel method), [1], [2] (Text2SQL method) (TextMatcherInternal method) (TextMatcherInternalModel method) (TFGraphBuilder method) (TFGraphBuilderModel method) (VectorDBPostProcessor method) (WindowedSentenceModel method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2]

explodeSplits (ContextSplitAssembler attribute) (InternalDocumentSplitter attribute) externalRules (RegexMatcherInternal attribute) ExtractiveSummarization (class in sparknlp_jsl.annotator.embeddings.extractive_summarization) extractParamMap() (AnnotationMerger method) (AnnotatorApproachInternal method) (AnnotatorModelInternal method) (AnnotatorPropertiesInternal method) (AssertionChunkConverter method) (AssertionDLApproach method), [1], [2] (AssertionDLModel method), [1], [2] (AssertionFilterer method) (AssertionLogRegApproach method) (AssertionLogRegModel method) (AssertionMerger method) (AverageEmbeddings method) (BertSentenceChunkEmbeddings method) (Chunk2Token method) (ChunkConverter method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkKeyPhraseExtraction method) (ChunkMapperApproach method), [1], [2] (ChunkMapperFilterer method) (ChunkMapperModel method), [1], [2] (ChunkMergeApproach method) (ChunkMergeModel method) (ChunkSentenceSplitter method) (ContextSplitAssembler method) (ContextualAssertion method) (ContextualEntityFilterer method) (ContextualParserApproach method) (ContextualParserModel method) (CustomTransformer method) (DateNormalizer method) (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (Doc2ChunkInternal method) (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (DocumentHashCoder method) (DocumentLogRegClassifierApproach method) (DocumentLogRegClassifierModel method) (DocumentMLClassifierApproach method) (DocumentMLClassifierModel method) (DrugNormalizer method) (EntityChunkEmbeddings method) (EntityRulerInternalApproach method) (EntityRulerInternalModel method) (ExtractiveSummarization method) (FeaturesAssembler method) (FewShotAssertionClassifierApproach method) (FewShotAssertionClassifierModel method) (FewShotAssertionSentenceConverter method) (FewShotClassifierApproach method) (FewShotClassifierModel method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (FinanceClassifierDLApproach method) (FinanceClassifierDLModel method) (FinanceDocumentHashCoder method) (FinanceDocumentMLClassifierApproach method) (FinanceDocumentMLClassifierModel method) (FinanceEncoderDecoder method) (FinanceFewShotClassifierApproach method) (FinanceFewShotClassifierModel method) (FinanceNerApproach method) (FinanceNerModel method) (FinanceNerQuestionGenerator method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (Flattener method) (GenericClassifierApproach method) (GenericClassifierModel method) (GenericLogRegClassifierApproach method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierApproach method) (GenericSVMClassifierModel method) (InternalDocumentSplitter method) (IOBTagger method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (LegalClassifierDLApproach method) (LegalClassifierDLModel method) (LegalDocumentHashCoder method) (LegalDocumentMLClassifierApproach method) (LegalDocumentMLClassifierModel method) (LegalEncoderDecoder method) (LegalFewShotClassifierApproach method) (LegalFewShotClassifierModel method) (LegalNerApproach method) (LegalNerModel method) (LegalNerQuestionGenerator method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (LightDeIdentification method) (LLMLoader method) (Mapper2Chunk method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MedicalEncoderDecoder method) (MedicalLLM method) (MedicalNerApproach method) (MedicalNerModel method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (MultiChunk2Doc method) (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) (NerChunker method) (NerConverterInternal method) (NerConverterInternalModel method) (NerDisambiguator method) (NerDisambiguatorModel method) (NerQuestionGenerator method) (NerTemplateRenderModel method) (PosologyREModel method) (REChunkMerger method) (RegexMatcherInternal method) (RegexMatcherInternalModel method) (ReIdentification method) (RelationExtractionApproach method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (RENerChunksFilter method) (Replacer method) (Resolution2Chunk method) (ResolverMerger method) (Router method) (SentenceEntityResolverApproach method), [1], [2] (SentenceEntityResolverModel method), [1], [2] (Text2SQL method) (TextMatcherInternal method) (TextMatcherInternalModel method) (TFGraphBuilder method) (TFGraphBuilderModel method) (VectorDBPostProcessor method) (WindowedSentenceModel method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2]

F

f (CustomTransformer attribute) failOnMissing (Doc2ChunkInternal attribute) falsePositivesResource (ChunkMergeApproach attribute) (MergeResourceParams attribute) FEATURE_VECTOR (InternalAnnotatorType attribute) FeaturesAssembler (class in sparknlp_jsl.annotator.feature_assembler) featureScaling (FewShotAssertionClassifierApproach attribute) (FewShotAssertionClassifierModel attribute) (FewShotClassifierApproach attribute) (FewShotClassifierModel attribute) (FinanceFewShotClassifierApproach attribute) (FinanceFewShotClassifierModel attribute) (GenericClassifierApproach attribute) (GenericClassifierModel attribute) (GenericLogRegClassifierApproach attribute) (GenericLogRegClassifierModel attribute) (GenericREModel attribute) (GenericSVMClassifierApproach attribute) (GenericSVMClassifierModel attribute) (LegalFewShotClassifierApproach attribute) (LegalFewShotClassifierModel attribute) (PosologyREModel attribute) (RelationExtractionApproach attribute) (RelationExtractionModel attribute) FewShotAssertionClassifierApproach (class in sparknlp_jsl.annotator.classification.few_shot_assertion_classifier) FewShotAssertionClassifierModel (class in sparknlp_jsl.annotator.classification.few_shot_assertion_classifier) FewShotAssertionSentenceConverter (class in sparknlp_jsl.annotator.assertion.fewshot_assertion_sentence_converter) FewShotClassifierApproach (class in sparknlp_jsl.annotator.classification.few_shot_classifier) FewShotClassifierModel (class in sparknlp_jsl.annotator.classification.few_shot_classifier) fields (Deidentifier attribute) fieldType (StageField attribute) filterBy (VectorDBPostProcessor attribute) filterByTokenDistance (GenericREModel attribute) (PosologyREModel attribute) (RelationExtractionApproach attribute) (RelationExtractionModel attribute) (RENerChunksFilter attribute) filterFieldsElements (Router attribute) FilteringParams (class in sparknlp_jsl.annotator.filtering_params) filterNoneValues (Mapper2Chunk attribute) filterValue (AssertionFilterer attribute) (ChunkFilterer attribute) (ChunkFiltererApproach attribute) (ChunkMergeApproach attribute) (ChunkMergeModel attribute) (CommonNerConverterInternalParams attribute) (FilteringParams attribute) (NerConverterInternal attribute) (NerConverterInternalModel attribute) FinanceBertForSequenceClassification (class in sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification) FinanceBertForTokenClassification (class in sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier) FinanceClassifierDLApproach (class in sparknlp_jsl.finance.sequence_classification.finance_classifier_dl) FinanceClassifierDLModel (class in sparknlp_jsl.finance.sequence_classification.finance_classifier_dl) FinanceDocumentHashCoder (class in sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder) FinanceDocumentMLClassifierApproach (class in sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier) FinanceDocumentMLClassifierModel (class in sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier) FinanceEncoderDecoder (class in sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder) FinanceFewShotClassifierApproach (class in sparknlp_jsl.finance.sequence_classification.finance_few_shot_classifier) FinanceFewShotClassifierModel (class in sparknlp_jsl.finance.sequence_classification.finance_few_shot_classifier) FinanceNerApproach (class in sparknlp_jsl.finance.token_classification.ner.finance_ner) FinanceNerModel (class in sparknlp_jsl.finance.token_classification.ner.finance_ner) FinanceNerQuestionGenerator (class in sparknlp_jsl.finance.sequence_generation.qa_ner_generator) FinanceQuestionAnswering (class in sparknlp_jsl.finance.sequence_generation.finance_qa) FinanceSummarizer (class in sparknlp_jsl.finance.sequence_generation.finance_summarizer) FinanceTextGenerator (class in sparknlp_jsl.finance.sequence_generation.finance_text_generator) find_key_values() (in module sparknlp_jsl.transpiler.python_2_scala) findVersion() (Compatibility method) fit() (AnnotatorApproachInternal method) (AssertionDLApproach method), [1], [2] (AssertionLogRegApproach method) (ChunkFiltererApproach method) (ChunkMapperApproach method), [1], [2] (ChunkMergeApproach method) (ContextualParserApproach method) (DeIdentification method), [1], [2] (DocMapperApproach method), [1], [2] (DocumentLogRegClassifierApproach method) (DocumentMLClassifierApproach method) (EntityRulerInternalApproach method) (FewShotAssertionClassifierApproach method) (FewShotClassifierApproach method) (FinanceClassifierDLApproach method) (FinanceDocumentMLClassifierApproach method) (FinanceFewShotClassifierApproach method) (FinanceNerApproach method) (GenericClassifierApproach method) (GenericLogRegClassifierApproach method) (GenericSVMClassifierApproach method) (LegalClassifierDLApproach method) (LegalDocumentMLClassifierApproach method) (LegalFewShotClassifierApproach method) (LegalNerApproach method) (MedicalNerApproach method) (NameChunkObfuscatorApproach method) (NerConverterInternal method) (NerDisambiguator method) (RegexMatcherInternal method) (RelationExtractionApproach method) (SentenceEntityResolverApproach method), [1], [2] (TextMatcherInternal method) (TFGraphBuilder method)

fitIntercept (DocumentLogRegClassifierApproach attribute) (DocumentMLClassifierApproach attribute) (FinanceDocumentMLClassifierApproach attribute) (LegalDocumentMLClassifierApproach attribute) fitMultiple() (AnnotatorApproachInternal method) (AssertionDLApproach method), [1], [2] (AssertionLogRegApproach method) (ChunkFiltererApproach method) (ChunkMapperApproach method), [1], [2] (ChunkMergeApproach method) (ContextualParserApproach method) (DeIdentification method), [1], [2] (DocMapperApproach method), [1], [2] (DocumentLogRegClassifierApproach method) (DocumentMLClassifierApproach method) (EntityRulerInternalApproach method) (FewShotAssertionClassifierApproach method) (FewShotClassifierApproach method) (FinanceClassifierDLApproach method) (FinanceDocumentMLClassifierApproach method) (FinanceFewShotClassifierApproach method) (FinanceNerApproach method) (GenericClassifierApproach method) (GenericLogRegClassifierApproach method) (GenericSVMClassifierApproach method) (LegalClassifierDLApproach method) (LegalDocumentMLClassifierApproach method) (LegalFewShotClassifierApproach method) (LegalNerApproach method) (MedicalNerApproach method) (NameChunkObfuscatorApproach method) (NerConverterInternal method) (NerDisambiguator method) (RegexMatcherInternal method) (RelationExtractionApproach method) (SentenceEntityResolverApproach method), [1], [2] (TextMatcherInternal method) (TFGraphBuilder method) fixed_mask_length (Deidentifier attribute) fixedMaskLength (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) (LightDeIdentification attribute) fixImbalance (FewShotAssertionClassifierApproach attribute) (FewShotClassifierApproach attribute) (FinanceFewShotClassifierApproach attribute) (GenericClassifierApproach attribute) (GenericLogRegClassifierApproach attribute) (GenericSVMClassifierApproach attribute) (LegalFewShotClassifierApproach attribute) (RelationExtractionApproach attribute) flashAttention (MedicalLLM attribute) Flattener (class in sparknlp_jsl.annotator.flattener) flattenExplodedColumns (Flattener attribute) frequencyPenalty (MedicalLLM attribute) fromEntityBeginCol (RelationExtractionApproach attribute) fromEntityEndCol (RelationExtractionApproach attribute) fromEntityLabelCol (RelationExtractionApproach attribute) fuzzyDistanceScalingMode (ChunkMapperApproach attribute), [1], [2] (ChunkMapperFuzzyMatchingParams attribute) (DocMapperApproach attribute), [1], [2] fuzzyMatchingDistances (ChunkMapperApproach attribute), [1], [2] (ChunkMapperFuzzyMatchingParams attribute) (DocMapperApproach attribute), [1], [2] fuzzyMatchingDistanceThresholds (ChunkMapperApproach attribute), [1], [2] (ChunkMapperFuzzyMatchingParams attribute) (DocMapperApproach attribute), [1], [2]

G

genderAwareness (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) (LightDeIdentification attribute) (NameChunkObfuscator attribute) (NameChunkObfuscatorApproach attribute) generate() (LLMLoader method) generate_preannotations() (AnnotationLab method) generateAssertionTrainSet() (AnnotationToolJsonReader method) generateConll() (AnnotationToolJsonReader method) generated_code_failed (in module sparknlp_jsl.transpiler.uploader) generated_code_works (in module sparknlp_jsl.transpiler.uploader) generatePlainAssertionTrainSet() (AnnotationToolJsonReader method) generic_classifier (in module sparknlp_jsl.annotator) GenericClassifierApproach (class in sparknlp_jsl.annotator.generic_classifier.generic_classifier) GenericClassifierModel (class in sparknlp_jsl.annotator.generic_classifier.generic_classifier) GenericLogRegClassifierApproach (class in sparknlp_jsl.annotator.classification.generic_log_reg_classifier) GenericLogRegClassifierModel (class in sparknlp_jsl.annotator.classification.generic_log_reg_classifier) GenericREModel (class in sparknlp_jsl.annotator.re.relation_extraction) GenericSVMClassifierApproach (class in sparknlp_jsl.annotator.classification.generic_svm_classifier) GenericSVMClassifierModel (class in sparknlp_jsl.annotator.classification.generic_svm_classifier) get_all_projects() (AnnotationLab method) get_annotations() (AnnotationLab method) get_assertion_data() (AnnotationLab method) get_assertions() (PipelineOutputParser method) get_best_f1_scores() (assertion_log_parser method) (ner_log_parser method) get_charts() (assertion_log_parser method) (in module sparknlp_jsl.utils.ner_utils) (ner_log_parser method) get_classification() (PipelineOutputParser method) get_classification_data() (AnnotationLab method) get_conll_data() (AnnotationLab method) get_conll_data_from_visualner() (AnnotationLab method) get_credentials() (in module sparknlp_jsl), [1], [2] get_data_dict() (in module sparknlp_jsl.transpiler.python_2_scala) get_deidentification() (PipelineOutputParser method) get_doc_assembler() (in module sparknlp_jsl.utils.alab_utils) get_documents() (PipelineOutputParser method) get_empty_df() (in module sparknlp_jsl.utils.alab_utils) get_entities() (PipelineOutputParser method) get_handwritten_regions() (in module sparknlp_jsl.utils.ocr_utils) get_IAA_metrics() (AnnotationLab method) get_import_section() (in module sparknlp_jsl.transpiler.python_2_scala) get_mt_samples() (in module sparknlp_jsl.util) get_ner_df() (in module sparknlp_jsl.utils.alab_utils) get_ner_sentence_borders() (in module sparknlp_jsl.utils.alab_utils) get_nlp_pos_pipeline() (in module sparknlp_jsl.utils.alab_utils) get_nlp_token_pipeline() (in module sparknlp_jsl.utils.alab_utils) get_pos() (in module sparknlp_jsl.utils.alab_utils) get_project_config() (AnnotationLab method) get_python_code_from_md() (in module sparknlp_jsl.transpiler.source_loader) get_regex_tokenizer() (in module sparknlp_jsl.utils.alab_utils) get_regular_tokenizer() (in module sparknlp_jsl.utils.alab_utils) get_rel_df() (in module sparknlp_jsl.utils.alab_utils) get_relation_extraction_data() (AnnotationLab method) get_relations() (PipelineOutputParser method) get_resolutions() (PipelineOutputParser method) get_result() (in module sparknlp_jsl.utils.training_log_parser_utils) get_scala_code_from_md() (in module sparknlp_jsl.transpiler.source_loader) get_sent_detector() (in module sparknlp_jsl.utils.alab_utils) get_sentence_pipeline() (in module sparknlp_jsl.utils.alab_utils) get_single_task_conll() (in module sparknlp_jsl.utils.alab_utils) get_summary() (PipelineOutputParser method) get_token_df() (in module sparknlp_jsl.utils.alab_utils) get_tokens() (in module sparknlp_jsl.utils.visualner_annotations_parser) get_unique_id() (PipelineOutputParser method) getAdditionalTokens() (FinanceTextGenerator method) (LegalTextGenerator method) (MedicalTextGenerator method) (Text2SQL method) getBatchNorm() (TFGraphBuilder method) getBatchSize() (BertSentenceChunkEmbeddings method) (ChunkKeyPhraseExtraction method) (EntityChunkEmbeddings method) (FinanceEncoderDecoder method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (LegalEncoderDecoder method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (MedicalEncoderDecoder method) (MedicalLLM method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (Text2SQL method) (ZeroShotNerModel method), [1], [2] getBlackList() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) getCaseSensitive() (BertSentenceChunkEmbeddings method) (ChunkKeyPhraseExtraction method) (EntityChunkEmbeddings method) (EntityRulerInternalApproach method) (EntityRulerInternalModel method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (SentenceEntityResolverApproach method), [1], [2] (SentenceResolverParams method) (TextMatcherInternalModel method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2] getClasses() (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (FinanceNerModel method) (GenericREModel method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (LegalNerModel method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MedicalNerModel method) (PosologyREModel method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2] getDataFrame() (AnnotationToolJsonReader method) (CantemistReader method) (CodiEspReader method) (NerCrfEvaluation method) (NerDLEvaluation method) (NerDLMetrics method) (NorvigSpellEvaluation method) (POSEvaluation method) (SymSpellEvaluation method) (SynonymAugmentationUMLS method) getDelimiter() (TextMatcherInternalModel method) getDimension() (BertSentenceChunkEmbeddings method) (ChunkKeyPhraseExtraction method) (EntityChunkEmbeddings method) (SentenceEntityResolverModel method), [1], [2] getEnableInMemoryStorage() (EntityRulerInternalApproach method) getEngine() (AssertionDLApproach method), [1], [2] (FewShotAssertionClassifierApproach method) (FewShotClassifierApproach method) (FinanceClassifierDLModel method) (FinanceFewShotClassifierApproach method) (FinanceNerApproach method) (GenericClassifierApproach method) (GenericLogRegClassifierApproach method) (GenericSVMClassifierApproach method) (LegalClassifierDLModel method) (LegalFewShotClassifierApproach method) (LegalNerApproach method) (MedicalNerApproach method) (RelationExtractionApproach method) (SentenceEntityResolverApproach method), [1], [2] (ZeroShotNerModel method), [1], [2] getEntityAssertion() (AssertionDLModel method), [1], [2] getGraphFile() (TFGraphBuilder method) getGraphFolder() (TFGraphBuilder method) getHiddenAct() (TFGraphBuilder method) getHiddenActL2() (TFGraphBuilder method) getHiddenLayers() (TFGraphBuilder method) getHiddenUnitsNumber() (TFGraphBuilder method) getHiddenWeightsL2() (TFGraphBuilder method) getIncludeStorage() (EntityRulerInternalApproach method) getInputCol() (CustomTransformer method) getInputCols() (AnnotationMerger method) (AnnotatorApproachInternal method) (AnnotatorModelInternal method) (AnnotatorPropertiesInternal method) (AssertionDLApproach method), [1], [2] (AssertionDLModel method), [1], [2] (AssertionFilterer method) (AssertionLogRegApproach method) (AssertionLogRegModel method) (AssertionMerger method) (AverageEmbeddings method) (BertSentenceChunkEmbeddings method) (Chunk2Token method) (ChunkConverter method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkKeyPhraseExtraction method) (ChunkMapperApproach method), [1], [2] (ChunkMapperFilterer method) (ChunkMapperModel method), [1], [2] (ChunkMergeApproach method) (ChunkMergeModel method) (ChunkSentenceSplitter method) (ContextSplitAssembler method) (ContextualAssertion method) (ContextualEntityFilterer method) (ContextualParserApproach method) (ContextualParserModel method) (DateNormalizer method) (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (Doc2ChunkInternal method) (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (DocumentHashCoder method) (DocumentLogRegClassifierApproach method) (DocumentLogRegClassifierModel method) (DocumentMLClassifierApproach method) (DocumentMLClassifierModel method) (DrugNormalizer method) (EntityChunkEmbeddings method) (EntityRulerInternalApproach method) (EntityRulerInternalModel method) (ExtractiveSummarization method) (FeaturesAssembler method) (FewShotAssertionClassifierApproach method) (FewShotAssertionClassifierModel method) (FewShotClassifierApproach method) (FewShotClassifierModel method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (FinanceClassifierDLApproach method) (FinanceClassifierDLModel method) (FinanceDocumentHashCoder method) (FinanceDocumentMLClassifierApproach method) (FinanceDocumentMLClassifierModel method) (FinanceEncoderDecoder method) (FinanceFewShotClassifierApproach method) (FinanceFewShotClassifierModel method) (FinanceNerApproach method) (FinanceNerModel method) (FinanceNerQuestionGenerator method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (Flattener method) (GenericClassifierApproach method) (GenericClassifierModel method) (GenericLogRegClassifierApproach method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierApproach method) (GenericSVMClassifierModel method) (InternalDocumentSplitter method) (IOBTagger method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (LegalClassifierDLApproach method) (LegalClassifierDLModel method) (LegalDocumentHashCoder method) (LegalDocumentMLClassifierApproach method) (LegalDocumentMLClassifierModel method) (LegalEncoderDecoder method) (LegalFewShotClassifierApproach method) (LegalFewShotClassifierModel method) (LegalNerApproach method) (LegalNerModel method) (LegalNerQuestionGenerator method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (LightDeIdentification method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MedicalEncoderDecoder method) (MedicalLLM method) (MedicalNerApproach method) (MedicalNerModel method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (MultiChunk2Doc method) (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) (NerChunker method) (NerConverterInternal method) (NerConverterInternalModel method) (NerDisambiguator method) (NerDisambiguatorModel method) (NerQuestionGenerator method) (NerTemplateRenderModel method) (PosologyREModel method) (REChunkMerger method) (RegexMatcherInternal method) (RegexMatcherInternalModel method) (ReIdentification method) (RelationExtractionApproach method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (RENerChunksFilter method) (Replacer method) (Resolution2Chunk method) (ResolverMerger method) (Router method) (SentenceEntityResolverApproach method), [1], [2] (SentenceEntityResolverModel method), [1], [2] (Text2SQL method) (TextMatcherInternal method) (TextMatcherInternalModel method) (TFGraphBuilder method) (VectorDBPostProcessor method) (WindowedSentenceModel method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2] getIsLicensed() (TFGraphBuilder method) getLabelColumn() (FinanceNerApproach method) (LegalNerApproach method) (MedicalNerApproach method) (TFGraphBuilder method) getLazyAnnotator() (AnnotationMerger method) (AnnotatorApproachInternal method) (AnnotatorModelInternal method) (AnnotatorPropertiesInternal method) (AssertionDLApproach method), [1], [2] (AssertionDLModel method), [1], [2] (AssertionFilterer method) (AssertionLogRegApproach method) (AssertionLogRegModel method) (AssertionMerger method) (AverageEmbeddings method) (BertSentenceChunkEmbeddings method) (Chunk2Token method) (ChunkConverter method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkKeyPhraseExtraction method) (ChunkMapperApproach method), [1], [2] (ChunkMapperFilterer method) (ChunkMapperModel method), [1], [2] (ChunkMergeApproach method) (ChunkMergeModel method) (ChunkSentenceSplitter method) (ContextSplitAssembler method) (ContextualAssertion method) (ContextualEntityFilterer method) (ContextualParserApproach method) (ContextualParserModel method) (DateNormalizer method) (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (Doc2ChunkInternal method) (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (DocumentHashCoder method) (DocumentLogRegClassifierApproach method) (DocumentLogRegClassifierModel method) (DocumentMLClassifierApproach method) (DocumentMLClassifierModel method) (DrugNormalizer method) (EntityChunkEmbeddings method) (EntityRulerInternalApproach method) (EntityRulerInternalModel method) (ExtractiveSummarization method) (FeaturesAssembler method) (FewShotAssertionClassifierApproach method) (FewShotAssertionClassifierModel method) (FewShotClassifierApproach method) (FewShotClassifierModel method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (FinanceClassifierDLApproach method) (FinanceClassifierDLModel method) (FinanceDocumentHashCoder method) (FinanceDocumentMLClassifierApproach method) (FinanceDocumentMLClassifierModel method) (FinanceEncoderDecoder method) (FinanceFewShotClassifierApproach method) (FinanceFewShotClassifierModel method) (FinanceNerApproach method) (FinanceNerModel method) (FinanceNerQuestionGenerator method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (GenericClassifierApproach method) (GenericClassifierModel method) (GenericLogRegClassifierApproach method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierApproach method) (GenericSVMClassifierModel method) (InternalDocumentSplitter method) (IOBTagger method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (LegalClassifierDLApproach method) (LegalClassifierDLModel method) (LegalDocumentHashCoder method) (LegalDocumentMLClassifierApproach method) (LegalDocumentMLClassifierModel method) (LegalEncoderDecoder method) (LegalFewShotClassifierApproach method) (LegalFewShotClassifierModel method) (LegalNerApproach method) (LegalNerModel method) (LegalNerQuestionGenerator method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (LightDeIdentification method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MedicalEncoderDecoder method) (MedicalLLM method) (MedicalNerApproach method) (MedicalNerModel method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (MultiChunk2Doc method) (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) (NerChunker method) (NerConverterInternal method) (NerConverterInternalModel method) (NerDisambiguator method) (NerDisambiguatorModel method) (NerQuestionGenerator method) (NerTemplateRenderModel method) (PosologyREModel method) (REChunkMerger method) (RegexMatcherInternal method) (RegexMatcherInternalModel method) (ReIdentification method) (RelationExtractionApproach method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (RENerChunksFilter method) (Replacer method) (Resolution2Chunk method) (ResolverMerger method) (Router method) (SentenceEntityResolverApproach method), [1], [2] (SentenceEntityResolverModel method), [1], [2] (Text2SQL method) (TextMatcherInternal method) (TextMatcherInternalModel method) (VectorDBPostProcessor method) (WindowedSentenceModel method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2] getMaxSentenceLength() (ZeroShotNerModel method), [1], [2] getMaxSequenceLength() (TFGraphBuilder method) getMetadata() (LLMLoader method) (MedicalLLM method) getMetadataEntry() (LLMLoader method) getModelName() (TFGraphBuilder method) getOrDefault() (AnnotationMerger method) (AnnotatorApproachInternal method) (AnnotatorModelInternal method) (AnnotatorPropertiesInternal method) (AssertionChunkConverter method) (AssertionDLApproach method), [1], [2] (AssertionDLModel method), [1], [2] (AssertionFilterer method) (AssertionLogRegApproach method) (AssertionLogRegModel method) (AssertionMerger method) (AverageEmbeddings method) (BertSentenceChunkEmbeddings method) (Chunk2Token method) (ChunkConverter method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkKeyPhraseExtraction method) (ChunkMapperApproach method), [1], [2] (ChunkMapperFilterer method) (ChunkMapperModel method), [1], [2] (ChunkMergeApproach method) (ChunkMergeModel method) (ChunkSentenceSplitter method) (ContextSplitAssembler method) (ContextualAssertion method) (ContextualEntityFilterer method) (ContextualParserApproach method) (ContextualParserModel method) (CustomTransformer method) (DateNormalizer method) (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (Doc2ChunkInternal method) (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (DocumentHashCoder method) (DocumentLogRegClassifierApproach method) (DocumentLogRegClassifierModel method) (DocumentMLClassifierApproach method) (DocumentMLClassifierModel method) (DrugNormalizer method) (EntityChunkEmbeddings method) (EntityRulerInternalApproach method) (EntityRulerInternalModel method) (ExtractiveSummarization method) (FeaturesAssembler method) (FewShotAssertionClassifierApproach method) (FewShotAssertionClassifierModel method) (FewShotAssertionSentenceConverter method) (FewShotClassifierApproach method) (FewShotClassifierModel method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (FinanceClassifierDLApproach method) (FinanceClassifierDLModel method) (FinanceDocumentHashCoder method) (FinanceDocumentMLClassifierApproach method) (FinanceDocumentMLClassifierModel method) (FinanceEncoderDecoder method) (FinanceFewShotClassifierApproach method) (FinanceFewShotClassifierModel method) (FinanceNerApproach method) (FinanceNerModel method) (FinanceNerQuestionGenerator method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (Flattener method) (GenericClassifierApproach method) (GenericClassifierModel method) (GenericLogRegClassifierApproach method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierApproach method) (GenericSVMClassifierModel method) (InternalDocumentSplitter method) (IOBTagger method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (LegalClassifierDLApproach method) (LegalClassifierDLModel method) (LegalDocumentHashCoder method) (LegalDocumentMLClassifierApproach method) (LegalDocumentMLClassifierModel method) (LegalEncoderDecoder method) (LegalFewShotClassifierApproach method) (LegalFewShotClassifierModel method) (LegalNerApproach method) (LegalNerModel method) (LegalNerQuestionGenerator method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (LightDeIdentification method) (LLMLoader method) (Mapper2Chunk method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MedicalEncoderDecoder method) (MedicalLLM method) (MedicalNerApproach method) (MedicalNerModel method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (MultiChunk2Doc method) (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) (NerChunker method) (NerConverterInternal method) (NerConverterInternalModel method) (NerDisambiguator method) (NerDisambiguatorModel method) (NerQuestionGenerator method) (NerTemplateRenderModel method) (PosologyREModel method) (REChunkMerger method) (RegexMatcherInternal method) (RegexMatcherInternalModel method) (ReIdentification method) (RelationExtractionApproach method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (RENerChunksFilter method) (Replacer method) (Resolution2Chunk method) (ResolverMerger method) (Router method) (SentenceEntityResolverApproach method), [1], [2] (SentenceEntityResolverModel method), [1], [2] (Text2SQL method) (TextMatcherInternal method) (TextMatcherInternalModel method) (TFGraphBuilder method) (TFGraphBuilderModel method) (VectorDBPostProcessor method) (WindowedSentenceModel method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2] getOutputAct() (TFGraphBuilder method) getOutputCol() (AnnotationMerger method) (AnnotatorApproachInternal method) (AnnotatorModelInternal method) (AnnotatorPropertiesInternal method) (AssertionDLApproach method), [1], [2] (AssertionDLModel method), [1], [2] (AssertionFilterer method) (AssertionLogRegApproach method) (AssertionLogRegModel method) (AssertionMerger method) (AverageEmbeddings method) (BertSentenceChunkEmbeddings method) (Chunk2Token method) (ChunkConverter method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkKeyPhraseExtraction method) (ChunkMapperApproach method), [1], [2] (ChunkMapperFilterer method) (ChunkMapperModel method), [1], [2] (ChunkMergeApproach method) (ChunkMergeModel method) (ChunkSentenceSplitter method) (ContextSplitAssembler method) (ContextualAssertion method) (ContextualEntityFilterer method) (ContextualParserApproach method) (ContextualParserModel method) (CustomTransformer method) (DateNormalizer method) (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (Doc2ChunkInternal method) (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (DocumentHashCoder method) (DocumentLogRegClassifierApproach method) (DocumentLogRegClassifierModel method) (DocumentMLClassifierApproach method) (DocumentMLClassifierModel method) (DrugNormalizer method) (EntityChunkEmbeddings method) (EntityRulerInternalApproach method) (EntityRulerInternalModel method) (ExtractiveSummarization method) (FeaturesAssembler method) (FewShotAssertionClassifierApproach method) (FewShotAssertionClassifierModel method) (FewShotClassifierApproach method) (FewShotClassifierModel method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (FinanceClassifierDLApproach method) (FinanceClassifierDLModel method) (FinanceDocumentHashCoder method) (FinanceDocumentMLClassifierApproach method) (FinanceDocumentMLClassifierModel method) (FinanceEncoderDecoder method) (FinanceFewShotClassifierApproach method) (FinanceFewShotClassifierModel method) (FinanceNerApproach method) (FinanceNerModel method) (FinanceNerQuestionGenerator method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (GenericClassifierApproach method) (GenericClassifierModel method) (GenericLogRegClassifierApproach method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierApproach method) (GenericSVMClassifierModel method) (InternalDocumentSplitter method) (IOBTagger method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (LegalClassifierDLApproach method) (LegalClassifierDLModel method) (LegalDocumentHashCoder method) (LegalDocumentMLClassifierApproach method) (LegalDocumentMLClassifierModel method) (LegalEncoderDecoder method) (LegalFewShotClassifierApproach method) (LegalFewShotClassifierModel method) (LegalNerApproach method) (LegalNerModel method) (LegalNerQuestionGenerator method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (LightDeIdentification method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MedicalEncoderDecoder method) (MedicalLLM method) (MedicalNerApproach method) (MedicalNerModel method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (MultiChunk2Doc method) (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) (NerChunker method) (NerConverterInternal method) (NerConverterInternalModel method) (NerDisambiguator method) (NerDisambiguatorModel method) (NerQuestionGenerator method) (NerTemplateRenderModel method) (PosologyREModel method) (REChunkMerger method) (RegexMatcherInternal method) (RegexMatcherInternalModel method) (ReIdentification method) (RelationExtractionApproach method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (RENerChunksFilter method) (Replacer method) (Resolution2Chunk method) (ResolverMerger method) (Router method) (SentenceEntityResolverApproach method), [1], [2] (SentenceEntityResolverModel method), [1], [2] (Text2SQL method) (TextMatcherInternal method) (TextMatcherInternalModel method) (VectorDBPostProcessor method) (WindowedSentenceModel method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2]

getParam() (AnnotationMerger method) (AnnotatorApproachInternal method) (AnnotatorModelInternal method) (AnnotatorPropertiesInternal method) (AssertionChunkConverter method) (AssertionDLApproach method), [1], [2] (AssertionDLModel method), [1], [2] (AssertionFilterer method) (AssertionLogRegApproach method) (AssertionLogRegModel method) (AssertionMerger method) (AverageEmbeddings method) (BertSentenceChunkEmbeddings method) (Chunk2Token method) (ChunkConverter method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkKeyPhraseExtraction method) (ChunkMapperApproach method), [1], [2] (ChunkMapperFilterer method) (ChunkMapperModel method), [1], [2] (ChunkMergeApproach method) (ChunkMergeModel method) (ChunkSentenceSplitter method) (ContextSplitAssembler method) (ContextualAssertion method) (ContextualEntityFilterer method) (ContextualParserApproach method) (ContextualParserModel method) (CustomTransformer method) (DateNormalizer method) (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (Doc2ChunkInternal method) (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (DocumentHashCoder method) (DocumentLogRegClassifierApproach method) (DocumentLogRegClassifierModel method) (DocumentMLClassifierApproach method) (DocumentMLClassifierModel method) (DrugNormalizer method) (EntityChunkEmbeddings method) (EntityRulerInternalApproach method) (EntityRulerInternalModel method) (ExtractiveSummarization method) (FeaturesAssembler method) (FewShotAssertionClassifierApproach method) (FewShotAssertionClassifierModel method) (FewShotAssertionSentenceConverter method) (FewShotClassifierApproach method) (FewShotClassifierModel method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (FinanceClassifierDLApproach method) (FinanceClassifierDLModel method) (FinanceDocumentHashCoder method) (FinanceDocumentMLClassifierApproach method) (FinanceDocumentMLClassifierModel method) (FinanceEncoderDecoder method) (FinanceFewShotClassifierApproach method) (FinanceFewShotClassifierModel method) (FinanceNerApproach method) (FinanceNerModel method) (FinanceNerQuestionGenerator method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (Flattener method) (GenericClassifierApproach method) (GenericClassifierModel method) (GenericLogRegClassifierApproach method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierApproach method) (GenericSVMClassifierModel method) (InternalDocumentSplitter method) (IOBTagger method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (LegalClassifierDLApproach method) (LegalClassifierDLModel method) (LegalDocumentHashCoder method) (LegalDocumentMLClassifierApproach method) (LegalDocumentMLClassifierModel method) (LegalEncoderDecoder method) (LegalFewShotClassifierApproach method) (LegalFewShotClassifierModel method) (LegalNerApproach method) (LegalNerModel method) (LegalNerQuestionGenerator method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (LightDeIdentification method) (LLMLoader method) (Mapper2Chunk method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MedicalEncoderDecoder method) (MedicalLLM method) (MedicalNerApproach method) (MedicalNerModel method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (MultiChunk2Doc method) (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) (NerChunker method) (NerConverterInternal method) (NerConverterInternalModel method) (NerDisambiguator method) (NerDisambiguatorModel method) (NerQuestionGenerator method) (NerTemplateRenderModel method) (PosologyREModel method) (REChunkMerger method) (RegexMatcherInternal method) (RegexMatcherInternalModel method) (ReIdentification method) (RelationExtractionApproach method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (RENerChunksFilter method) (Replacer method) (Resolution2Chunk method) (ResolverMerger method) (Router method) (SentenceEntityResolverApproach method), [1], [2] (SentenceEntityResolverModel method), [1], [2] (Text2SQL method) (TextMatcherInternal method) (TextMatcherInternalModel method) (TFGraphBuilder method) (TFGraphBuilderModel method) (VectorDBPostProcessor method) (WindowedSentenceModel method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2] getParamValue() (AnnotationMerger method) (AnnotatorApproachInternal method) (AnnotatorModelInternal method) (AssertionChunkConverter method) (AssertionDLApproach method), [1], [2] (AssertionDLModel method), [1], [2] (AssertionFilterer method) (AssertionLogRegApproach method) (AssertionLogRegModel method) (AssertionMerger method) (AverageEmbeddings method) (BertSentenceChunkEmbeddings method) (Chunk2Token method) (ChunkConverter method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkKeyPhraseExtraction method) (ChunkMapperApproach method), [1], [2] (ChunkMapperFilterer method) (ChunkMapperModel method), [1], [2] (ChunkMergeApproach method) (ChunkMergeModel method) (ChunkSentenceSplitter method) (ContextSplitAssembler method) (ContextualAssertion method) (ContextualEntityFilterer method) (ContextualParserApproach method) (ContextualParserModel method) (DateNormalizer method) (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (Doc2ChunkInternal method) (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (DocumentHashCoder method) (DocumentLogRegClassifierApproach method) (DocumentLogRegClassifierModel method) (DocumentMLClassifierApproach method) (DocumentMLClassifierModel method) (DrugNormalizer method) (EntityChunkEmbeddings method) (EntityRulerInternalApproach method) (EntityRulerInternalModel method) (ExtractiveSummarization method) (FeaturesAssembler method) (FewShotAssertionClassifierApproach method) (FewShotAssertionClassifierModel method) (FewShotAssertionSentenceConverter method) (FewShotClassifierApproach method) (FewShotClassifierModel method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (FinanceClassifierDLApproach method) (FinanceClassifierDLModel method) (FinanceDocumentHashCoder method) (FinanceDocumentMLClassifierApproach method) (FinanceDocumentMLClassifierModel method) (FinanceEncoderDecoder method) (FinanceFewShotClassifierApproach method) (FinanceFewShotClassifierModel method) (FinanceNerApproach method) (FinanceNerModel method) (FinanceNerQuestionGenerator method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (Flattener method) (GenericClassifierApproach method) (GenericClassifierModel method) (GenericLogRegClassifierApproach method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierApproach method) (GenericSVMClassifierModel method) (InternalDocumentSplitter method) (IOBTagger method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (LegalClassifierDLApproach method) (LegalClassifierDLModel method) (LegalDocumentHashCoder method) (LegalDocumentMLClassifierApproach method) (LegalDocumentMLClassifierModel method) (LegalEncoderDecoder method) (LegalFewShotClassifierApproach method) (LegalFewShotClassifierModel method) (LegalNerApproach method) (LegalNerModel method) (LegalNerQuestionGenerator method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (LightDeIdentification method) (Mapper2Chunk method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MedicalEncoderDecoder method) (MedicalLLM method) (MedicalNerApproach method) (MedicalNerModel method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (MultiChunk2Doc method) (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) (NerChunker method) (NerConverterInternal method) (NerConverterInternalModel method) (NerDisambiguator method) (NerDisambiguatorModel method) (NerQuestionGenerator method) (NerTemplateRenderModel method) (PosologyREModel method) (REChunkMerger method) (RegexMatcherInternal method) (RegexMatcherInternalModel method) (ReIdentification method) (RelationExtractionApproach method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (RENerChunksFilter method) (Replacer method) (Resolution2Chunk method) (ResolverMerger method) (Router method) (SentenceEntityResolverApproach method), [1], [2] (SentenceEntityResolverModel method), [1], [2] (Text2SQL method) (TextMatcherInternal method) (TextMatcherInternalModel method) (VectorDBPostProcessor method) (WindowedSentenceModel method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2] getParserDictDirectly() (PipelineTracer static method) getPipelineStages() (PipelineTracer method) getPossibleAssertions() (PipelineTracer method) getPossibleEntities() (PipelineTracer method) getPossibleRelations() (PipelineTracer method) getPostProcessingSubstitutions() (Text2SQL method) getQuestionTypes() (FinanceQuestionAnswering method) (LegalQuestionAnswering method) (MedicalQuestionAnswering method) getRegexEntities() (DeIdentificationModel method), [1], [2] getRelationTypePerPair() (GenericREModel method) (PosologyREModel method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) getReplaceDict() (MergeFeatureParams method) getReplaceLabels() (AssertionDLModel method), [1], [2] getSameLengthFormattedEntities() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) getSchema() (Text2SQL method) getStaticEntityMappings() (Replacer method) getStoragePath() (EntityRulerInternalApproach method) getStorageRef() (AssertionDLModel method), [1], [2] (AssertionLogRegModel method) (BertSentenceChunkEmbeddings method) (ChunkKeyPhraseExtraction method) (EntityChunkEmbeddings method) (EntityRulerInternalApproach method) (EntityRulerInternalModel method) (FinanceClassifierDLModel method) (FinanceNerModel method) (LegalClassifierDLModel method) (LegalNerModel method) (MedicalNerModel method) getter_attrs (AnnotationMerger attribute) (AnnotatorApproachInternal attribute) (AnnotatorModelInternal attribute) (AssertionChunkConverter attribute) (AssertionDLApproach attribute), [1], [2] (AssertionDLModel attribute), [1], [2] (AssertionFilterer attribute) (AssertionLogRegApproach attribute) (AssertionLogRegModel attribute) (AssertionMerger attribute) (AverageEmbeddings attribute) (BertSentenceChunkEmbeddings attribute) (Chunk2Token attribute) (ChunkConverter attribute) (ChunkFilterer attribute) (ChunkFiltererApproach attribute) (ChunkKeyPhraseExtraction attribute) (ChunkMapperApproach attribute), [1], [2] (ChunkMapperFilterer attribute) (ChunkMapperModel attribute), [1], [2] (ChunkMergeApproach attribute) (ChunkMergeModel attribute) (ChunkSentenceSplitter attribute) (ContextSplitAssembler attribute) (ContextualAssertion attribute) (ContextualEntityFilterer attribute) (ContextualParserApproach attribute) (ContextualParserModel attribute) (DateNormalizer attribute) (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (Doc2ChunkInternal attribute) (DocMapperApproach attribute), [1], [2] (DocMapperModel attribute), [1], [2] (DocumentFiltererByClassifier attribute) (DocumentFiltererByNER attribute) (DocumentHashCoder attribute) (DocumentLogRegClassifierApproach attribute) (DocumentLogRegClassifierModel attribute) (DocumentMLClassifierApproach attribute) (DocumentMLClassifierModel attribute) (DrugNormalizer attribute) (EntityChunkEmbeddings attribute) (EntityRulerInternalApproach attribute) (EntityRulerInternalModel attribute) (ExtractiveSummarization attribute) (FeaturesAssembler attribute) (FewShotAssertionClassifierApproach attribute) (FewShotAssertionClassifierModel attribute) (FewShotAssertionSentenceConverter attribute) (FewShotClassifierApproach attribute) (FewShotClassifierModel attribute) (FinanceBertForSequenceClassification attribute) (FinanceBertForTokenClassification attribute) (FinanceClassifierDLApproach attribute) (FinanceClassifierDLModel attribute) (FinanceDocumentHashCoder attribute) (FinanceDocumentMLClassifierApproach attribute) (FinanceDocumentMLClassifierModel attribute) (FinanceEncoderDecoder attribute) (FinanceFewShotClassifierApproach attribute) (FinanceFewShotClassifierModel attribute) (FinanceNerApproach attribute) (FinanceNerModel attribute) (FinanceNerQuestionGenerator attribute) (FinanceQuestionAnswering attribute) (FinanceSummarizer attribute) (FinanceTextGenerator attribute) (Flattener attribute) (GenericClassifierApproach attribute) (GenericClassifierModel attribute) (GenericLogRegClassifierApproach attribute) (GenericLogRegClassifierModel attribute) (GenericREModel attribute) (GenericSVMClassifierApproach attribute) (GenericSVMClassifierModel attribute) (InternalDocumentSplitter attribute) (IOBTagger attribute) (LargeFewShotClassifierModel attribute) (LegalBertForSequenceClassification attribute) (LegalBertForTokenClassification attribute) (LegalClassifierDLApproach attribute) (LegalClassifierDLModel attribute) (LegalDocumentHashCoder attribute) (LegalDocumentMLClassifierApproach attribute) (LegalDocumentMLClassifierModel attribute) (LegalEncoderDecoder attribute) (LegalFewShotClassifierApproach attribute) (LegalFewShotClassifierModel attribute) (LegalNerApproach attribute) (LegalNerModel attribute) (LegalNerQuestionGenerator attribute) (LegalQuestionAnswering attribute) (LegalSummarizer attribute) (LegalTextGenerator attribute) (LightDeIdentification attribute) (Mapper2Chunk attribute) (MedicalBertForSequenceClassification attribute) (MedicalBertForTokenClassifier attribute) (MedicalDistilBertForSequenceClassification attribute) (MedicalEncoderDecoder attribute) (MedicalLLM attribute) (MedicalNerApproach attribute) (MedicalNerModel attribute) (MedicalQuestionAnswering attribute) (MedicalSummarizer attribute) (MedicalTextGenerator attribute) (MultiChunk2Doc attribute) (NameChunkObfuscator attribute) (NameChunkObfuscatorApproach attribute) (NerChunker attribute) (NerConverterInternal attribute) (NerConverterInternalModel attribute) (NerDisambiguator attribute) (NerDisambiguatorModel attribute) (NerQuestionGenerator attribute) (NerTemplateRenderModel attribute) (PosologyREModel attribute) (REChunkMerger attribute) (RegexMatcherInternal attribute) (RegexMatcherInternalModel attribute) (ReIdentification attribute) (RelationExtractionApproach attribute) (RelationExtractionDLModel attribute), [1], [2] (RelationExtractionModel attribute) (RENerChunksFilter attribute) (Replacer attribute) (Resolution2Chunk attribute) (ResolverMerger attribute) (Router attribute) (SentenceEntityResolverApproach attribute), [1], [2] (SentenceEntityResolverModel attribute), [1], [2] (Text2SQL attribute) (TextMatcherInternal attribute) (TextMatcherInternalModel attribute) (VectorDBPostProcessor attribute) (WindowedSentenceModel attribute) (ZeroShotNerModel attribute), [1], [2] (ZeroShotRelationExtractionModel attribute), [1], [2] getTrainingClassDistribution() (FinanceNerModel method) (LegalNerModel method) (MedicalNerModel method) getUseRelationDirection() (TFGraphBuilder method) getUseReplacement() (Replacer method) getUseShiftDays() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) glueString (WindowedParams attribute) (WindowedSentenceModel attribute) gpuSplitMode (MedicalLLM attribute) grammar (MedicalLLM attribute) graphFile (AssertionDLApproach attribute), [1], [2] (FinanceNerApproach attribute) (LegalNerApproach attribute) (MedicalNerApproach attribute) (TFGraphBuilder attribute) graphFolder (AssertionDLApproach attribute), [1], [2] (FinanceNerApproach attribute) (LegalNerApproach attribute) (MedicalNerApproach attribute) (TFGraphBuilder attribute) greedyMode (CommonNerConverterInternalParams attribute) (NerConverterInternal attribute) (NerConverterInternalModel attribute) groupBySentences (ChunkSentenceSplitter attribute) grpAttnN (MedicalLLM attribute) grpAttnW (MedicalLLM attribute)

H

HandleExceptionParams (class in sparknlp_jsl.annotator.handle_exception_params) hasDefault() (AnnotationMerger method) (AnnotatorApproachInternal method) (AnnotatorModelInternal method) (AnnotatorPropertiesInternal method) (AssertionChunkConverter method) (AssertionDLApproach method), [1], [2] (AssertionDLModel method), [1], [2] (AssertionFilterer method) (AssertionLogRegApproach method) (AssertionLogRegModel method) (AssertionMerger method) (AverageEmbeddings method) (BertSentenceChunkEmbeddings method) (Chunk2Token method) (ChunkConverter method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkKeyPhraseExtraction method) (ChunkMapperApproach method), [1], [2] (ChunkMapperFilterer method) (ChunkMapperModel method), [1], [2] (ChunkMergeApproach method) (ChunkMergeModel method) (ChunkSentenceSplitter method) (ContextSplitAssembler method) (ContextualAssertion method) (ContextualEntityFilterer method) (ContextualParserApproach method) (ContextualParserModel method) (CustomTransformer method) (DateNormalizer method) (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (Doc2ChunkInternal method) (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (DocumentHashCoder method) (DocumentLogRegClassifierApproach method) (DocumentLogRegClassifierModel method) (DocumentMLClassifierApproach method) (DocumentMLClassifierModel method) (DrugNormalizer method) (EntityChunkEmbeddings method) (EntityRulerInternalApproach method) (EntityRulerInternalModel method) (ExtractiveSummarization method) (FeaturesAssembler method) (FewShotAssertionClassifierApproach method) (FewShotAssertionClassifierModel method) (FewShotAssertionSentenceConverter method) (FewShotClassifierApproach method) (FewShotClassifierModel method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (FinanceClassifierDLApproach method) (FinanceClassifierDLModel method) (FinanceDocumentHashCoder method) (FinanceDocumentMLClassifierApproach method) (FinanceDocumentMLClassifierModel method) (FinanceEncoderDecoder method) (FinanceFewShotClassifierApproach method) (FinanceFewShotClassifierModel method) (FinanceNerApproach method) (FinanceNerModel method) (FinanceNerQuestionGenerator method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (Flattener method) (GenericClassifierApproach method) (GenericClassifierModel method) (GenericLogRegClassifierApproach method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierApproach method) (GenericSVMClassifierModel method) (InternalDocumentSplitter method) (IOBTagger method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (LegalClassifierDLApproach method) (LegalClassifierDLModel method) (LegalDocumentHashCoder method) (LegalDocumentMLClassifierApproach method) (LegalDocumentMLClassifierModel method) (LegalEncoderDecoder method) (LegalFewShotClassifierApproach method) (LegalFewShotClassifierModel method) (LegalNerApproach method) (LegalNerModel method) (LegalNerQuestionGenerator method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (LightDeIdentification method) (LLMLoader method) (Mapper2Chunk method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MedicalEncoderDecoder method) (MedicalLLM method) (MedicalNerApproach method) (MedicalNerModel method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (MultiChunk2Doc method) (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) (NerChunker method) (NerConverterInternal method) (NerConverterInternalModel method) (NerDisambiguator method) (NerDisambiguatorModel method) (NerQuestionGenerator method) (NerTemplateRenderModel method) (PosologyREModel method) (REChunkMerger method) (RegexMatcherInternal method) (RegexMatcherInternalModel method) (ReIdentification method) (RelationExtractionApproach method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (RENerChunksFilter method) (Replacer method) (Resolution2Chunk method) (ResolverMerger method) (Router method) (SentenceEntityResolverApproach method), [1], [2] (SentenceEntityResolverModel method), [1], [2] (Text2SQL method) (TextMatcherInternal method) (TextMatcherInternalModel method) (TFGraphBuilder method) (TFGraphBuilderModel method) (VectorDBPostProcessor method) (WindowedSentenceModel method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2] hasDifferentiableHead (LargeFewShotClassifierModel attribute) hasParam() (AnnotationMerger method) (AnnotatorApproachInternal method) (AnnotatorModelInternal method) (AnnotatorPropertiesInternal method) (AssertionChunkConverter method) (AssertionDLApproach method), [1], [2] (AssertionDLModel method), [1], [2] (AssertionFilterer method) (AssertionLogRegApproach method) (AssertionLogRegModel method) (AssertionMerger method) (AverageEmbeddings method) (BertSentenceChunkEmbeddings method) (Chunk2Token method) (ChunkConverter method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkKeyPhraseExtraction method) (ChunkMapperApproach method), [1], [2] (ChunkMapperFilterer method) (ChunkMapperModel method), [1], [2] (ChunkMergeApproach method) (ChunkMergeModel method) (ChunkSentenceSplitter method) (ContextSplitAssembler method) (ContextualAssertion method) (ContextualEntityFilterer method) (ContextualParserApproach method) (ContextualParserModel method) (CustomTransformer method) (DateNormalizer method) (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (Doc2ChunkInternal method) (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (DocumentHashCoder method) (DocumentLogRegClassifierApproach method) (DocumentLogRegClassifierModel method) (DocumentMLClassifierApproach method) (DocumentMLClassifierModel method) (DrugNormalizer method) (EntityChunkEmbeddings method) (EntityRulerInternalApproach method) (EntityRulerInternalModel method) (ExtractiveSummarization method) (FeaturesAssembler method) (FewShotAssertionClassifierApproach method) (FewShotAssertionClassifierModel method) (FewShotAssertionSentenceConverter method) (FewShotClassifierApproach method) (FewShotClassifierModel method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (FinanceClassifierDLApproach method) (FinanceClassifierDLModel method) (FinanceDocumentHashCoder method) (FinanceDocumentMLClassifierApproach method) (FinanceDocumentMLClassifierModel method) (FinanceEncoderDecoder method) (FinanceFewShotClassifierApproach method) (FinanceFewShotClassifierModel method) (FinanceNerApproach method) (FinanceNerModel method) (FinanceNerQuestionGenerator method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (Flattener method) (GenericClassifierApproach method) (GenericClassifierModel method) (GenericLogRegClassifierApproach method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierApproach method) (GenericSVMClassifierModel method) (InternalDocumentSplitter method) (IOBTagger method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (LegalClassifierDLApproach method) (LegalClassifierDLModel method) (LegalDocumentHashCoder method) (LegalDocumentMLClassifierApproach method) (LegalDocumentMLClassifierModel method) (LegalEncoderDecoder method) (LegalFewShotClassifierApproach method) (LegalFewShotClassifierModel method) (LegalNerApproach method) (LegalNerModel method) (LegalNerQuestionGenerator method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (LightDeIdentification method) (LLMLoader method) (Mapper2Chunk method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MedicalEncoderDecoder method) (MedicalLLM method) (MedicalNerApproach method) (MedicalNerModel method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (MultiChunk2Doc method) (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) (NerChunker method) (NerConverterInternal method) (NerConverterInternalModel method) (NerDisambiguator method) (NerDisambiguatorModel method) (NerQuestionGenerator method) (NerTemplateRenderModel method) (PosologyREModel method) (REChunkMerger method) (RegexMatcherInternal method) (RegexMatcherInternalModel method) (ReIdentification method) (RelationExtractionApproach method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (RENerChunksFilter method) (Replacer method) (Resolution2Chunk method) (ResolverMerger method) (Router method) (SentenceEntityResolverApproach method), [1], [2] (SentenceEntityResolverModel method), [1], [2] (Text2SQL method) (TextMatcherInternal method) (TextMatcherInternalModel method) (TFGraphBuilder method) (TFGraphBuilderModel method) (VectorDBPostProcessor method) (WindowedSentenceModel method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2]

HCC_from_ICD() (RiskAdjustmentUtil static method) HCC_labels() (RiskAdjustmentUtil static method) hiddenAct (TFGraphBuilder attribute) hiddenActL2 (TFGraphBuilder attribute) hiddenLayers (TFGraphBuilder attribute) hiddenUnitsNumber (TFGraphBuilder attribute) hiddenWeightsL2 (TFGraphBuilder attribute) http_success_codes (AnnotationLab attribute)

I

id_column_name (Deidentifier attribute) ignoreEntities (ZeroShotNerModel attribute), [1], [2] ignoreEos (MedicalLLM attribute) ignoreRegex (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) ignoreStopWords (CommonNerConverterInternalParams attribute) (NerConverterInternal attribute) (NerConverterInternalModel attribute) ignoreTokenIds (BeamSearchParams attribute) (FinanceEncoderDecoder attribute) (FinanceQuestionAnswering attribute) (FinanceSummarizer attribute) (FinanceTextGenerator attribute) (LegalEncoderDecoder attribute) (LegalQuestionAnswering attribute) (LegalSummarizer attribute) (LegalTextGenerator attribute) (MedicalEncoderDecoder attribute) (MedicalQuestionAnswering attribute) (MedicalSummarizer attribute) (MedicalTextGenerator attribute) (Text2SQL attribute) includeAllConfidenceScores (FinanceNerApproach attribute) (FinanceNerModel attribute) (LegalNerApproach attribute) (LegalNerModel attribute) (MedicalNerApproach attribute) (MedicalNerModel attribute) includeChunkToScope (ContextualAssertion attribute) includeConfidence (AssertionDLApproach attribute), [1], [2] (AssertionDLModel attribute), [1], [2] (FinanceNerApproach attribute) (FinanceNerModel attribute) (LegalNerApproach attribute) (LegalNerModel attribute) (MedicalNerApproach attribute) (MedicalNerModel attribute) includeOutputColumn (ChunkConverter attribute) (NerConverterInternal attribute) (SourceTrackingMetadataParams attribute) includeStandardField (ChunkConverter attribute) (NerConverterInternal attribute) (SourceTrackingMetadataParams attribute) includeStorage (EntityRulerInternalApproach attribute) index (PipelineStage attribute) inferenceBatchSize (FinanceNerModel attribute) (LegalNerModel attribute) (MedicalNerModel attribute) input_file_path (Deidentifier attribute) inputAnnotatorType (PipelineStage attribute) inputAnnotatorTypes (AnnotationMerger attribute) (AnnotatorApproachInternal attribute) (AnnotatorModelInternal attribute) (AnnotatorPropertiesInternal attribute) (AssertionChunkConverter attribute) (AssertionDLApproach attribute), [1], [2] (AssertionDLModel attribute), [1], [2] (AssertionFilterer attribute) (AssertionLogRegApproach attribute) (AssertionLogRegModel attribute) (AssertionMerger attribute) (AverageEmbeddings attribute) (BertSentenceChunkEmbeddings attribute) (Chunk2Token attribute) (ChunkConverter attribute) (ChunkFilterer attribute) (ChunkFiltererApproach attribute) (ChunkKeyPhraseExtraction attribute) (ChunkMapperApproach attribute), [1], [2] (ChunkMapperFilterer attribute) (ChunkMapperModel attribute), [1], [2] (ChunkMergeApproach attribute) (ChunkMergeModel attribute) (ChunkSentenceSplitter attribute) (ContextSplitAssembler attribute) (ContextualAssertion attribute) (ContextualEntityFilterer attribute) (ContextualParserApproach attribute) (ContextualParserModel attribute) (DateNormalizer attribute) (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (Doc2ChunkInternal attribute) (DocMapperApproach attribute), [1], [2] (DocMapperModel attribute), [1], [2] (DocumentFiltererByClassifier attribute) (DocumentFiltererByNER attribute) (DocumentHashCoder attribute) (DocumentLogRegClassifierApproach attribute) (DocumentLogRegClassifierModel attribute) (DocumentMLClassifierApproach attribute) (DocumentMLClassifierModel attribute) (DrugNormalizer attribute) (EntityChunkEmbeddings attribute) (EntityRulerInternalApproach attribute) (EntityRulerInternalModel attribute) (ExtractiveSummarization attribute) (FeaturesAssembler attribute) (FewShotAssertionClassifierApproach attribute) (FewShotAssertionClassifierModel attribute) (FewShotAssertionSentenceConverter attribute) (FewShotClassifierApproach attribute) (FewShotClassifierModel attribute) (FinanceBertForSequenceClassification attribute) (FinanceBertForTokenClassification attribute) (FinanceClassifierDLApproach attribute) (FinanceClassifierDLModel attribute) (FinanceDocumentHashCoder attribute) (FinanceDocumentMLClassifierApproach attribute) (FinanceDocumentMLClassifierModel attribute) (FinanceEncoderDecoder attribute) (FinanceFewShotClassifierApproach attribute) (FinanceFewShotClassifierModel attribute) (FinanceNerApproach attribute) (FinanceNerModel attribute) (FinanceNerQuestionGenerator attribute) (FinanceQuestionAnswering attribute) (FinanceSummarizer attribute) (FinanceTextGenerator attribute) (GenericClassifierApproach attribute) (GenericClassifierModel attribute) (GenericLogRegClassifierApproach attribute) (GenericLogRegClassifierModel attribute) (GenericREModel attribute) (GenericSVMClassifierApproach attribute) (GenericSVMClassifierModel attribute) (InternalDocumentSplitter attribute) (IOBTagger attribute) (LargeFewShotClassifierModel attribute) (LegalBertForSequenceClassification attribute) (LegalBertForTokenClassification attribute) (LegalClassifierDLApproach attribute) (LegalClassifierDLModel attribute) (LegalDocumentHashCoder attribute) (LegalDocumentMLClassifierApproach attribute) (LegalDocumentMLClassifierModel attribute) (LegalEncoderDecoder attribute) (LegalFewShotClassifierApproach attribute) (LegalFewShotClassifierModel attribute) (LegalNerApproach attribute) (LegalNerModel attribute) (LegalNerQuestionGenerator attribute) (LegalQuestionAnswering attribute) (LegalSummarizer attribute) (LegalTextGenerator attribute) (LightDeIdentification attribute) (Mapper2Chunk attribute) (MedicalBertForSequenceClassification attribute) (MedicalBertForTokenClassifier attribute) (MedicalDistilBertForSequenceClassification attribute) (MedicalEncoderDecoder attribute) (MedicalLLM attribute) (MedicalNerApproach attribute) (MedicalNerModel attribute) (MedicalQuestionAnswering attribute) (MedicalSummarizer attribute) (MedicalTextGenerator attribute) (MultiChunk2Doc attribute) (NameChunkObfuscator attribute) (NameChunkObfuscatorApproach attribute) (NerChunker attribute) (NerConverterInternal attribute) (NerConverterInternalModel attribute) (NerDisambiguator attribute) (NerDisambiguatorModel attribute) (NerQuestionGenerator attribute) (NerTemplateRenderModel attribute) (PosologyREModel attribute) (REChunkMerger attribute) (RegexMatcherInternal attribute) (RegexMatcherInternalModel attribute) (ReIdentification attribute) (RelationExtractionApproach attribute) (RelationExtractionDLModel attribute), [1], [2] (RelationExtractionModel attribute) (RENerChunksFilter attribute) (Replacer attribute) (Resolution2Chunk attribute) (ResolverMerger attribute) (Router attribute) (SentenceEntityResolverApproach attribute), [1], [2] (SentenceEntityResolverModel attribute), [1], [2] (SentenceResolverParams attribute) (Text2SQL attribute) (TextMatcherInternal attribute) (TextMatcherInternalModel attribute) (VectorDBPostProcessor attribute) (WindowedSentenceModel attribute) (ZeroShotNerModel attribute), [1], [2] (ZeroShotRelationExtractionModel attribute), [1], [2] inputCol (CustomTransformer attribute) (PipelineStage attribute) inputCols (AnnotationMerger attribute) (AnnotatorApproachInternal attribute) (AnnotatorModelInternal attribute) (AnnotatorPropertiesInternal attribute) (AssertionChunkConverter attribute) (AssertionDLApproach attribute), [1], [2] (AssertionDLModel attribute), [1], [2] (AssertionFilterer attribute) (AssertionLogRegApproach attribute) (AssertionLogRegModel attribute) (AssertionMerger attribute) (AverageEmbeddings attribute) (BertSentenceChunkEmbeddings attribute) (Chunk2Token attribute) (ChunkConverter attribute) (ChunkFilterer attribute) (ChunkFiltererApproach attribute) (ChunkKeyPhraseExtraction attribute) (ChunkMapperApproach attribute), [1], [2] (ChunkMapperFilterer attribute) (ChunkMapperModel attribute), [1], [2] (ChunkMergeApproach attribute) (ChunkMergeModel attribute) (ChunkSentenceSplitter attribute) (ContextSplitAssembler attribute) (ContextualAssertion attribute) (ContextualEntityFilterer attribute) (ContextualParserApproach attribute) (ContextualParserModel attribute) (DateNormalizer attribute) (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (Doc2ChunkInternal attribute) (DocMapperApproach attribute), [1], [2] (DocMapperModel attribute), [1], [2] (DocumentFiltererByClassifier attribute) (DocumentFiltererByNER attribute) (DocumentHashCoder attribute) (DocumentLogRegClassifierApproach attribute) (DocumentLogRegClassifierModel attribute) (DocumentMLClassifierApproach attribute) (DocumentMLClassifierModel attribute) (DrugNormalizer attribute) (EntityChunkEmbeddings attribute) (EntityRulerInternalApproach attribute) (EntityRulerInternalModel attribute) (ExtractiveSummarization attribute) (FeaturesAssembler attribute) (FewShotAssertionClassifierApproach attribute) (FewShotAssertionClassifierModel attribute) (FewShotAssertionSentenceConverter attribute) (FewShotClassifierApproach attribute) (FewShotClassifierModel attribute) (FinanceBertForSequenceClassification attribute) (FinanceBertForTokenClassification attribute) (FinanceClassifierDLApproach attribute) (FinanceClassifierDLModel attribute) (FinanceDocumentHashCoder attribute) (FinanceDocumentMLClassifierApproach attribute) (FinanceDocumentMLClassifierModel attribute) (FinanceEncoderDecoder attribute) (FinanceFewShotClassifierApproach attribute) (FinanceFewShotClassifierModel attribute) (FinanceNerApproach attribute) (FinanceNerModel attribute) (FinanceNerQuestionGenerator attribute) (FinanceQuestionAnswering attribute) (FinanceSummarizer attribute) (FinanceTextGenerator attribute) (Flattener attribute) (GenericClassifierApproach attribute) (GenericClassifierModel attribute) (GenericLogRegClassifierApproach attribute) (GenericLogRegClassifierModel attribute) (GenericREModel attribute) (GenericSVMClassifierApproach attribute) (GenericSVMClassifierModel attribute) (InternalDocumentSplitter attribute) (IOBTagger attribute) (LargeFewShotClassifierModel attribute) (LegalBertForSequenceClassification attribute) (LegalBertForTokenClassification attribute) (LegalClassifierDLApproach attribute) (LegalClassifierDLModel attribute) (LegalDocumentHashCoder attribute) (LegalDocumentMLClassifierApproach attribute) (LegalDocumentMLClassifierModel attribute) (LegalEncoderDecoder attribute) (LegalFewShotClassifierApproach attribute) (LegalFewShotClassifierModel attribute) (LegalNerApproach attribute) (LegalNerModel attribute) (LegalNerQuestionGenerator attribute) (LegalQuestionAnswering attribute) (LegalSummarizer attribute) (LegalTextGenerator attribute) (LightDeIdentification attribute) (MedicalBertForSequenceClassification attribute) (MedicalBertForTokenClassifier attribute) (MedicalDistilBertForSequenceClassification attribute) (MedicalEncoderDecoder attribute) (MedicalLLM attribute) (MedicalNerApproach attribute) (MedicalNerModel attribute) (MedicalQuestionAnswering attribute) (MedicalSummarizer attribute) (MedicalTextGenerator attribute) (MultiChunk2Doc attribute) (NameChunkObfuscator attribute) (NameChunkObfuscatorApproach attribute) (NerChunker attribute) (NerConverterInternal attribute) (NerConverterInternalModel attribute) (NerDisambiguator attribute) (NerDisambiguatorModel attribute) (NerQuestionGenerator attribute) (NerTemplateRenderModel attribute) (PosologyREModel attribute) (REChunkMerger attribute) (RegexMatcherInternal attribute) (RegexMatcherInternalModel attribute) (ReIdentification attribute) (RelationExtractionApproach attribute) (RelationExtractionDLModel attribute), [1], [2] (RelationExtractionModel attribute) (RENerChunksFilter attribute) (Replacer attribute) (Resolution2Chunk attribute) (ResolverMerger attribute) (Router attribute) (SentenceEntityResolverApproach attribute), [1], [2] (SentenceEntityResolverModel attribute), [1], [2] (Text2SQL attribute) (TextMatcherInternal attribute) (TextMatcherInternalModel attribute) (TFGraphBuilder attribute) (VectorDBPostProcessor attribute) (WindowedSentenceModel attribute) (ZeroShotNerModel attribute), [1], [2] (ZeroShotRelationExtractionModel attribute), [1], [2] inputColsValidation() (AnnotationMerger method) (AnnotatorApproachInternal method) (AnnotatorModelInternal method) (AnnotatorPropertiesInternal method) (AssertionDLApproach method), [1], [2] (AssertionDLModel method), [1], [2] (AssertionFilterer method) (AssertionLogRegApproach method) (AssertionLogRegModel method) (AssertionMerger method) (AverageEmbeddings method) (BertSentenceChunkEmbeddings method) (Chunk2Token method) (ChunkConverter method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkKeyPhraseExtraction method) (ChunkMapperApproach method), [1], [2] (ChunkMapperFilterer method) (ChunkMapperModel method), [1], [2] (ChunkMergeApproach method) (ChunkMergeModel method) (ChunkSentenceSplitter method) (ContextSplitAssembler method) (ContextualAssertion method) (ContextualEntityFilterer method) (ContextualParserApproach method) (ContextualParserModel method) (DateNormalizer method) (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (Doc2ChunkInternal method) (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (DocumentHashCoder method) (DocumentLogRegClassifierApproach method) (DocumentLogRegClassifierModel method) (DocumentMLClassifierApproach method) (DocumentMLClassifierModel method) (DrugNormalizer method) (EntityChunkEmbeddings method) (EntityRulerInternalApproach method) (EntityRulerInternalModel method) (ExtractiveSummarization method) (FeaturesAssembler method) (FewShotAssertionClassifierApproach method) (FewShotAssertionClassifierModel method) (FewShotClassifierApproach method) (FewShotClassifierModel method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (FinanceClassifierDLApproach method) (FinanceClassifierDLModel method) (FinanceDocumentHashCoder method) (FinanceDocumentMLClassifierApproach method) (FinanceDocumentMLClassifierModel method) (FinanceEncoderDecoder method) (FinanceFewShotClassifierApproach method) (FinanceFewShotClassifierModel method) (FinanceNerApproach method) (FinanceNerModel method) (FinanceNerQuestionGenerator method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (GenericClassifierApproach method) (GenericClassifierModel method) (GenericLogRegClassifierApproach method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierApproach method) (GenericSVMClassifierModel method) (InternalDocumentSplitter method) (IOBTagger method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (LegalClassifierDLApproach method) (LegalClassifierDLModel method) (LegalDocumentHashCoder method) (LegalDocumentMLClassifierApproach method) (LegalDocumentMLClassifierModel method) (LegalEncoderDecoder method) (LegalFewShotClassifierApproach method) (LegalFewShotClassifierModel method) (LegalNerApproach method) (LegalNerModel method) (LegalNerQuestionGenerator method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (LightDeIdentification method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MedicalEncoderDecoder method) (MedicalLLM method) (MedicalNerApproach method) (MedicalNerModel method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (MultiChunk2Doc method) (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) (NerChunker method) (NerConverterInternal method) (NerConverterInternalModel method) (NerDisambiguator method) (NerDisambiguatorModel method) (NerQuestionGenerator method) (NerTemplateRenderModel method) (PosologyREModel method) (REChunkMerger method) (RegexMatcherInternal method) (RegexMatcherInternalModel method) (ReIdentification method) (RelationExtractionApproach method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (RENerChunksFilter method) (Replacer method) (Resolution2Chunk method) (ResolverMerger method) (Router method) (SentenceEntityResolverApproach method), [1], [2] (SentenceEntityResolverModel method), [1], [2] (Text2SQL method) (TextMatcherInternal method) (TextMatcherInternalModel method) (VectorDBPostProcessor method) (WindowedSentenceModel method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2]

inputPrefix (MedicalLLM attribute) inputPrefixBos (MedicalLLM attribute) inputSuffix (MedicalLLM attribute) inputType (AnnotationMerger attribute) (Router attribute) insertChunk (ChunkSentenceSplitter attribute) instance (Compatibility attribute) (StructuredDeidentification attribute) (TextToDocumentsColumns attribute) internal_classes (ClassNames attribute) InternalAnnotatorType (class in sparknlp_jsl.utils.licensed_annotator_type) InternalDocumentSplitter (class in sparknlp_jsl.annotator.splitter.internal_document_splitter) InternalResourceDownloader (class in sparknlp_jsl.pretrained) IOBTagger (class in sparknlp_jsl.annotator.ner.iob_tagger) is_chunk_end() (in module sparknlp_jsl.utils.training_log_parser_utils) is_chunk_start() (in module sparknlp_jsl.utils.training_log_parser_utils) is_component_finance() (in module sparknlp_jsl.transpiler.nlu_2_python) is_component_legal() (in module sparknlp_jsl.transpiler.nlu_2_python) is_component_medical() (in module sparknlp_jsl.transpiler.nlu_2_python) is_component_ocr() (in module sparknlp_jsl.transpiler.nlu_2_python) is_component_open_source() (in module sparknlp_jsl.transpiler.nlu_2_python) is_component_pretrained() (in module sparknlp_jsl.transpiler.nlu_2_python) is_module_importable() (in module sparknlp_jsl.utils.imports) isArray (Doc2ChunkInternal attribute) isDefined() (AnnotationMerger method) (AnnotatorApproachInternal method) (AnnotatorModelInternal method) (AnnotatorPropertiesInternal method) (AssertionChunkConverter method) (AssertionDLApproach method), [1], [2] (AssertionDLModel method), [1], [2] (AssertionFilterer method) (AssertionLogRegApproach method) (AssertionLogRegModel method) (AssertionMerger method) (AverageEmbeddings method) (BertSentenceChunkEmbeddings method) (Chunk2Token method) (ChunkConverter method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkKeyPhraseExtraction method) (ChunkMapperApproach method), [1], [2] (ChunkMapperFilterer method) (ChunkMapperModel method), [1], [2] (ChunkMergeApproach method) (ChunkMergeModel method) (ChunkSentenceSplitter method) (ContextSplitAssembler method) (ContextualAssertion method) (ContextualEntityFilterer method) (ContextualParserApproach method) (ContextualParserModel method) (CustomTransformer method) (DateNormalizer method) (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (Doc2ChunkInternal method) (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (DocumentHashCoder method) (DocumentLogRegClassifierApproach method) (DocumentLogRegClassifierModel method) (DocumentMLClassifierApproach method) (DocumentMLClassifierModel method) (DrugNormalizer method) (EntityChunkEmbeddings method) (EntityRulerInternalApproach method) (EntityRulerInternalModel method) (ExtractiveSummarization method) (FeaturesAssembler method) (FewShotAssertionClassifierApproach method) (FewShotAssertionClassifierModel method) (FewShotAssertionSentenceConverter method) (FewShotClassifierApproach method) (FewShotClassifierModel method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (FinanceClassifierDLApproach method) (FinanceClassifierDLModel method) (FinanceDocumentHashCoder method) (FinanceDocumentMLClassifierApproach method) (FinanceDocumentMLClassifierModel method) (FinanceEncoderDecoder method) (FinanceFewShotClassifierApproach method) (FinanceFewShotClassifierModel method) (FinanceNerApproach method) (FinanceNerModel method) (FinanceNerQuestionGenerator method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (Flattener method) (GenericClassifierApproach method) (GenericClassifierModel method) (GenericLogRegClassifierApproach method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierApproach method) (GenericSVMClassifierModel method) (InternalDocumentSplitter method) (IOBTagger method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (LegalClassifierDLApproach method) (LegalClassifierDLModel method) (LegalDocumentHashCoder method) (LegalDocumentMLClassifierApproach method) (LegalDocumentMLClassifierModel method) (LegalEncoderDecoder method) (LegalFewShotClassifierApproach method) (LegalFewShotClassifierModel method) (LegalNerApproach method) (LegalNerModel method) (LegalNerQuestionGenerator method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (LightDeIdentification method) (LLMLoader method) (Mapper2Chunk method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MedicalEncoderDecoder method) (MedicalLLM method) (MedicalNerApproach method) (MedicalNerModel method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (MultiChunk2Doc method) (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) (NerChunker method) (NerConverterInternal method) (NerConverterInternalModel method) (NerDisambiguator method) (NerDisambiguatorModel method) (NerQuestionGenerator method) (NerTemplateRenderModel method) (PosologyREModel method) (REChunkMerger method) (RegexMatcherInternal method) (RegexMatcherInternalModel method) (ReIdentification method) (RelationExtractionApproach method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (RENerChunksFilter method) (Replacer method) (Resolution2Chunk method) (ResolverMerger method) (Router method) (SentenceEntityResolverApproach method), [1], [2] (SentenceEntityResolverModel method), [1], [2] (Text2SQL method) (TextMatcherInternal method) (TextMatcherInternalModel method) (TFGraphBuilder method) (TFGraphBuilderModel method) (VectorDBPostProcessor method) (WindowedSentenceModel method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2] isLicensed (TFGraphBuilder attribute) isLong (BertSentenceChunkEmbeddings attribute) (ChunkKeyPhraseExtraction attribute) (EntityChunkEmbeddings attribute) isRandomDateDisplacement (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) isSet() (AnnotationMerger method) (AnnotatorApproachInternal method) (AnnotatorModelInternal method) (AnnotatorPropertiesInternal method) (AssertionChunkConverter method) (AssertionDLApproach method), [1], [2] (AssertionDLModel method), [1], [2] (AssertionFilterer method) (AssertionLogRegApproach method) (AssertionLogRegModel method) (AssertionMerger method) (AverageEmbeddings method) (BertSentenceChunkEmbeddings method) (Chunk2Token method) (ChunkConverter method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkKeyPhraseExtraction method) (ChunkMapperApproach method), [1], [2] (ChunkMapperFilterer method) (ChunkMapperModel method), [1], [2] (ChunkMergeApproach method) (ChunkMergeModel method) (ChunkSentenceSplitter method) (ContextSplitAssembler method) (ContextualAssertion method) (ContextualEntityFilterer method) (ContextualParserApproach method) (ContextualParserModel method) (CustomTransformer method) (DateNormalizer method) (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (Doc2ChunkInternal method) (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (DocumentHashCoder method) (DocumentLogRegClassifierApproach method) (DocumentLogRegClassifierModel method) (DocumentMLClassifierApproach method) (DocumentMLClassifierModel method) (DrugNormalizer method) (EntityChunkEmbeddings method) (EntityRulerInternalApproach method) (EntityRulerInternalModel method) (ExtractiveSummarization method) (FeaturesAssembler method) (FewShotAssertionClassifierApproach method) (FewShotAssertionClassifierModel method) (FewShotAssertionSentenceConverter method) (FewShotClassifierApproach method) (FewShotClassifierModel method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (FinanceClassifierDLApproach method) (FinanceClassifierDLModel method) (FinanceDocumentHashCoder method) (FinanceDocumentMLClassifierApproach method) (FinanceDocumentMLClassifierModel method) (FinanceEncoderDecoder method) (FinanceFewShotClassifierApproach method) (FinanceFewShotClassifierModel method) (FinanceNerApproach method) (FinanceNerModel method) (FinanceNerQuestionGenerator method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (Flattener method) (GenericClassifierApproach method) (GenericClassifierModel method) (GenericLogRegClassifierApproach method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierApproach method) (GenericSVMClassifierModel method) (InternalDocumentSplitter method) (IOBTagger method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (LegalClassifierDLApproach method) (LegalClassifierDLModel method) (LegalDocumentHashCoder method) (LegalDocumentMLClassifierApproach method) (LegalDocumentMLClassifierModel method) (LegalEncoderDecoder method) (LegalFewShotClassifierApproach method) (LegalFewShotClassifierModel method) (LegalNerApproach method) (LegalNerModel method) (LegalNerQuestionGenerator method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (LightDeIdentification method) (LLMLoader method) (Mapper2Chunk method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MedicalEncoderDecoder method) (MedicalLLM method) (MedicalNerApproach method) (MedicalNerModel method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (MultiChunk2Doc method) (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) (NerChunker method) (NerConverterInternal method) (NerConverterInternalModel method) (NerDisambiguator method) (NerDisambiguatorModel method) (NerQuestionGenerator method) (NerTemplateRenderModel method) (PosologyREModel method) (REChunkMerger method) (RegexMatcherInternal method) (RegexMatcherInternalModel method) (ReIdentification method) (RelationExtractionApproach method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (RENerChunksFilter method) (Replacer method) (Resolution2Chunk method) (ResolverMerger method) (Router method) (SentenceEntityResolverApproach method), [1], [2] (SentenceEntityResolverModel method), [1], [2] (Text2SQL method) (TextMatcherInternal method) (TextMatcherInternalModel method) (TFGraphBuilder method) (TFGraphBuilderModel method) (VectorDBPostProcessor method) (WindowedSentenceModel method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2]

J

java_obj (AnnotationToolJsonReader attribute) (CantemistReader attribute) (CodiEspReader attribute) (NerCrfEvaluation attribute) (NerDLEvaluation attribute) (NerDLMetrics attribute) (NorvigSpellEvaluation attribute) (POSEvaluation attribute) (SymSpellEvaluation attribute) (SynonymAugmentationUMLS attribute)

joinString (ContextSplitAssembler attribute) (DocumentFiltererByNER attribute) jsonPath (ContextualParserApproach attribute)

K

keepOriginalColumns (Flattener attribute) keepSeparators (InternalDocumentSplitter attribute) keepYear (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) keyword (in module sparknlp_jsl.annotator) KEYWORD (InternalAnnotatorType attribute) kwargs (AssertionChunkConverter attribute) (Doc2ChunkInternal attribute) (DocumentHashCoder attribute) (FewShotAssertionSentenceConverter attribute) (FinanceDocumentHashCoder attribute) (Flattener attribute) (LegalDocumentHashCoder attribute) (Mapper2Chunk attribute) (Resolution2Chunk attribute)

L

label (AssertionDLApproach attribute), [1], [2] (AssertionLogRegApproach attribute) label2color (in module sparknlp_jsl.utils.ocr_utils) label2rgb (in module sparknlp_jsl.utils.ocr_utils) labelCasing (FinanceNerModel attribute) (LegalNerModel attribute) (MedicalNerModel attribute) labelCol (DocumentLogRegClassifierApproach attribute) (DocumentMLClassifierApproach attribute) (FinanceDocumentMLClassifierApproach attribute) (LegalDocumentMLClassifierApproach attribute) (SentenceEntityResolverApproach attribute), [1], [2] labelColumn (FewShotAssertionClassifierApproach attribute) (FewShotClassifierApproach attribute) (FinanceClassifierDLApproach attribute) (FinanceFewShotClassifierApproach attribute) (FinanceNerApproach attribute) (GenericClassifierApproach attribute) (GenericLogRegClassifierApproach attribute) (GenericSVMClassifierApproach attribute) (LegalClassifierDLApproach attribute) (LegalFewShotClassifierApproach attribute) (LegalNerApproach attribute) (MedicalNerApproach attribute) (RelationExtractionApproach attribute) (TFGraphBuilder attribute) labels (DocumentLogRegClassifierApproach attribute) (DocumentLogRegClassifierModel attribute) (DocumentMLClassifierApproach attribute) (DocumentMLClassifierModel attribute) (DocumentMLClassifierParams attribute) (FinanceDocumentMLClassifierApproach attribute) (FinanceDocumentMLClassifierModel attribute) (LegalDocumentMLClassifierApproach attribute) (LegalDocumentMLClassifierModel attribute) language (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) (Deidentifier attribute) (LightDeIdentification attribute) (NameChunkObfuscator attribute) (NameChunkObfuscatorApproach attribute) LargeFewShotClassifierModel (class in sparknlp_jsl.annotator.classification.large_few_shot_classifier) lazyAnnotator (AnnotationMerger attribute) (AnnotatorApproachInternal attribute) (AnnotatorModelInternal attribute) (AnnotatorPropertiesInternal attribute) (AssertionDLApproach attribute), [1], [2] (AssertionDLModel attribute), [1], [2] (AssertionFilterer attribute) (AssertionLogRegApproach attribute) (AssertionLogRegModel attribute) (AssertionMerger attribute) (AverageEmbeddings attribute) (BertSentenceChunkEmbeddings attribute) (Chunk2Token attribute) (ChunkConverter attribute) (ChunkFilterer attribute) (ChunkFiltererApproach attribute) (ChunkKeyPhraseExtraction attribute) (ChunkMapperApproach attribute), [1], [2] (ChunkMapperFilterer attribute) (ChunkMapperModel attribute), [1], [2] (ChunkMergeApproach attribute) (ChunkMergeModel attribute) (ChunkSentenceSplitter attribute) (ContextSplitAssembler attribute) (ContextualAssertion attribute) (ContextualEntityFilterer attribute) (ContextualParserApproach attribute) (ContextualParserModel attribute) (DateNormalizer attribute) (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (Doc2ChunkInternal attribute) (DocMapperApproach attribute), [1], [2] (DocMapperModel attribute), [1], [2] (DocumentFiltererByClassifier attribute) (DocumentFiltererByNER attribute) (DocumentHashCoder attribute) (DocumentLogRegClassifierApproach attribute) (DocumentLogRegClassifierModel attribute) (DocumentMLClassifierApproach attribute) (DocumentMLClassifierModel attribute) (DrugNormalizer attribute) (EntityChunkEmbeddings attribute) (EntityRulerInternalApproach attribute) (EntityRulerInternalModel attribute) (ExtractiveSummarization attribute) (FeaturesAssembler attribute) (FewShotAssertionClassifierApproach attribute) (FewShotAssertionClassifierModel attribute) (FewShotClassifierApproach attribute) (FewShotClassifierModel attribute) (FinanceBertForSequenceClassification attribute) (FinanceBertForTokenClassification attribute) (FinanceClassifierDLApproach attribute) (FinanceClassifierDLModel attribute) (FinanceDocumentHashCoder attribute) (FinanceDocumentMLClassifierApproach attribute) (FinanceDocumentMLClassifierModel attribute) (FinanceEncoderDecoder attribute) (FinanceFewShotClassifierApproach attribute) (FinanceFewShotClassifierModel attribute) (FinanceNerApproach attribute) (FinanceNerModel attribute) (FinanceNerQuestionGenerator attribute) (FinanceQuestionAnswering attribute) (FinanceSummarizer attribute) (FinanceTextGenerator attribute) (GenericClassifierApproach attribute) (GenericClassifierModel attribute) (GenericLogRegClassifierApproach attribute) (GenericLogRegClassifierModel attribute) (GenericREModel attribute) (GenericSVMClassifierApproach attribute) (GenericSVMClassifierModel attribute) (InternalDocumentSplitter attribute) (IOBTagger attribute) (LargeFewShotClassifierModel attribute) (LegalBertForSequenceClassification attribute) (LegalBertForTokenClassification attribute) (LegalClassifierDLApproach attribute) (LegalClassifierDLModel attribute) (LegalDocumentHashCoder attribute) (LegalDocumentMLClassifierApproach attribute) (LegalDocumentMLClassifierModel attribute) (LegalEncoderDecoder attribute) (LegalFewShotClassifierApproach attribute) (LegalFewShotClassifierModel attribute) (LegalNerApproach attribute) (LegalNerModel attribute) (LegalNerQuestionGenerator attribute) (LegalQuestionAnswering attribute) (LegalSummarizer attribute) (LegalTextGenerator attribute) (LightDeIdentification attribute) (MedicalBertForSequenceClassification attribute) (MedicalBertForTokenClassifier attribute) (MedicalDistilBertForSequenceClassification attribute) (MedicalEncoderDecoder attribute) (MedicalLLM attribute) (MedicalNerApproach attribute) (MedicalNerModel attribute) (MedicalQuestionAnswering attribute) (MedicalSummarizer attribute) (MedicalTextGenerator attribute) (MultiChunk2Doc attribute) (NameChunkObfuscator attribute) (NameChunkObfuscatorApproach attribute) (NerChunker attribute) (NerConverterInternal attribute) (NerConverterInternalModel attribute) (NerDisambiguator attribute) (NerDisambiguatorModel attribute) (NerQuestionGenerator attribute) (NerTemplateRenderModel attribute) (PosologyREModel attribute) (REChunkMerger attribute) (RegexMatcherInternal attribute) (RegexMatcherInternalModel attribute) (ReIdentification attribute) (RelationExtractionApproach attribute) (RelationExtractionDLModel attribute), [1], [2] (RelationExtractionModel attribute) (RENerChunksFilter attribute) (Replacer attribute) (Resolution2Chunk attribute) (ResolverMerger attribute) (Router attribute) (SentenceEntityResolverApproach attribute), [1], [2] (SentenceEntityResolverModel attribute), [1], [2] (Text2SQL attribute) (TextMatcherInternal attribute) (TextMatcherInternalModel attribute) (VectorDBPostProcessor attribute) (WindowedSentenceModel attribute) (ZeroShotNerModel attribute), [1], [2] (ZeroShotRelationExtractionModel attribute), [1], [2] learningRate (AssertionDLApproach attribute), [1], [2] (FewShotAssertionClassifierApproach attribute) (FewShotClassifierApproach attribute) (FinanceFewShotClassifierApproach attribute) (GenericClassifierApproach attribute) (GenericLogRegClassifierApproach attribute) (GenericSVMClassifierApproach attribute) (LegalFewShotClassifierApproach attribute) (RelationExtractionApproach attribute) LegalBertForSequenceClassification (class in sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification) LegalBertForTokenClassification (class in sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier) LegalClassifierDLApproach (class in sparknlp_jsl.legal.sequence_classification.legal_classifier_dl) LegalClassifierDLModel (class in sparknlp_jsl.legal.sequence_classification.legal_classifier_dl) LegalDocumentHashCoder (class in sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder) LegalDocumentMLClassifierApproach (class in sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier) LegalDocumentMLClassifierModel (class in sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier) LegalEncoderDecoder (class in sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder) LegalFewShotClassifierApproach (class in sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier) LegalFewShotClassifierModel (class in sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier) LegalNerApproach (class in sparknlp_jsl.legal.token_classification.ner.legal_ner) LegalNerModel (class in sparknlp_jsl.legal.token_classification.ner.legal_ner) LegalNerQuestionGenerator (class in sparknlp_jsl.legal.sequence_generation.qa_ner_generator) LegalQuestionAnswering (class in sparknlp_jsl.legal.sequence_generation.legal_qa) LegalSummarizer (class in sparknlp_jsl.legal.sequence_generation.legal_summarizer) LegalTextGenerator (class in sparknlp_jsl.legal.sequence_generation.legal_text_generator) levenshteinDistanceThresholdParam (NerDisambiguator attribute) (NerDisambiguatorModel attribute) library_settings() (in module sparknlp_jsl), [1], [2] LightDeIdentification (class in sparknlp_jsl.annotator.deid.light_deIdentification) listAvailableModels() (PipelineTracer static method)

LLMLoader (class in sparknlp_jsl.llm.llm_loader) load() (AnnotationMerger class method) (AnnotatorApproachInternal class method) (AnnotatorModelInternal class method) (AssertionChunkConverter class method) (AssertionDLApproach class method), [1], [2] (AssertionDLModel class method), [1], [2] (AssertionFilterer class method) (AssertionLogRegApproach class method) (AssertionLogRegModel class method) (AssertionMerger class method) (AverageEmbeddings class method) (BertSentenceChunkEmbeddings static method) (Chunk2Token class method) (ChunkConverter class method) (ChunkFilterer class method) (ChunkFiltererApproach class method) (ChunkKeyPhraseExtraction static method) (ChunkMapperApproach class method), [1], [2] (ChunkMapperFilterer class method) (ChunkMapperModel class method), [1], [2] (ChunkMergeApproach class method) (ChunkMergeModel class method) (ChunkSentenceSplitter class method) (ContextSplitAssembler class method) (ContextualAssertion class method) (ContextualEntityFilterer class method) (ContextualParserApproach class method) (ContextualParserModel class method) (CustomTransformer class method) (DateNormalizer class method) (DeIdentification class method), [1], [2] (DeIdentificationModel class method), [1], [2] (Doc2ChunkInternal class method) (DocMapperApproach class method), [1], [2] (DocMapperModel class method), [1], [2] (DocumentFiltererByClassifier class method) (DocumentFiltererByNER class method) (DocumentHashCoder class method) (DocumentLogRegClassifierApproach class method) (DocumentLogRegClassifierModel class method) (DocumentMLClassifierApproach class method) (DocumentMLClassifierModel class method) (DrugNormalizer class method) (EntityChunkEmbeddings class method) (EntityRulerInternalApproach class method) (EntityRulerInternalModel class method) (ExtractiveSummarization class method) (FeaturesAssembler class method) (FewShotAssertionClassifierApproach class method) (FewShotAssertionClassifierModel class method) (FewShotAssertionSentenceConverter class method) (FewShotClassifierApproach class method) (FewShotClassifierModel class method) (FinanceBertForSequenceClassification class method) (FinanceBertForTokenClassification class method) (FinanceClassifierDLApproach class method) (FinanceClassifierDLModel class method) (FinanceDocumentHashCoder class method) (FinanceDocumentMLClassifierApproach class method) (FinanceDocumentMLClassifierModel class method) (FinanceEncoderDecoder class method) (FinanceFewShotClassifierApproach class method) (FinanceFewShotClassifierModel class method) (FinanceNerApproach class method) (FinanceNerModel class method) (FinanceNerQuestionGenerator class method) (FinanceQuestionAnswering class method) (FinanceSummarizer class method) (FinanceTextGenerator class method) (Flattener class method) (GenericClassifierApproach class method) (GenericClassifierModel class method) (GenericLogRegClassifierApproach class method) (GenericLogRegClassifierModel class method) (GenericREModel class method) (GenericSVMClassifierApproach class method) (GenericSVMClassifierModel class method) (InternalDocumentSplitter class method) (IOBTagger class method) (LargeFewShotClassifierModel class method) (LegalBertForSequenceClassification class method) (LegalBertForTokenClassification class method) (LegalClassifierDLApproach class method) (LegalClassifierDLModel class method) (LegalDocumentHashCoder class method) (LegalDocumentMLClassifierApproach class method) (LegalDocumentMLClassifierModel class method) (LegalEncoderDecoder class method) (LegalFewShotClassifierApproach class method) (LegalFewShotClassifierModel class method) (LegalNerApproach class method) (LegalNerModel class method) (LegalNerQuestionGenerator class method) (LegalQuestionAnswering class method) (LegalSummarizer class method) (LegalTextGenerator class method) (LightDeIdentification class method) (LLMLoader method) (Mapper2Chunk class method) (MedicalBertForSequenceClassification class method) (MedicalBertForTokenClassifier class method) (MedicalDistilBertForSequenceClassification class method) (MedicalEncoderDecoder class method) (MedicalLLM class method) (MedicalNerApproach class method) (MedicalNerModel class method) (MedicalQuestionAnswering class method) (MedicalSummarizer class method) (MedicalTextGenerator class method) (MultiChunk2Doc class method) (NameChunkObfuscator class method) (NameChunkObfuscatorApproach class method) (NerChunker class method) (NerConverterInternal class method) (NerConverterInternalModel class method) (NerDisambiguator class method) (NerDisambiguatorModel class method) (NerQuestionGenerator class method) (NerTemplateRenderModel class method) (PosologyREModel class method) (REChunkMerger class method) (RegexMatcherInternal class method) (RegexMatcherInternalModel class method) (ReIdentification class method) (RelationExtractionApproach class method) (RelationExtractionDLModel class method), [1], [2] (RelationExtractionModel class method) (RENerChunksFilter class method) (Replacer class method) (Resolution2Chunk class method) (ResolverMerger class method) (Router class method) (SentenceEntityResolverApproach class method), [1], [2] (SentenceEntityResolverModel class method), [1], [2] (Text2SQL class method) (TextMatcherInternal class method) (TextMatcherInternalModel class method) (TFGraphBuilder class method) (TFGraphBuilderModel class method) (VectorDBPostProcessor class method) (WindowedSentenceModel class method) (ZeroShotNerModel static method), [1], [2] (ZeroShotRelationExtractionModel class method), [1], [2] load_file_as_dict() (in module sparknlp_jsl.transpiler.source_loader) load_license_validator() (in module sparknlp_jsl) loadGGUF() (LLMLoader method) loadMedicalTextGenerator() (FinanceQuestionAnswering static method) (LegalQuestionAnswering static method) (MedicalQuestionAnswering static method) loadSavedModel() (BertSentenceChunkEmbeddings static method) (ChunkKeyPhraseExtraction static method) (EntityChunkEmbeddings static method) (FewShotAssertionClassifierModel static method) (FinanceBertForSequenceClassification static method) (FinanceBertForTokenClassification static method) (FinanceNerModel static method) (FinanceQuestionAnswering static method) (FinanceSummarizer static method) (FinanceTextGenerator static method) (LargeFewShotClassifierModel static method) (LegalBertForSequenceClassification static method) (LegalBertForTokenClassification static method) (LegalNerModel static method) (LegalQuestionAnswering static method) (LegalSummarizer static method) (LegalTextGenerator static method) (MedicalBertForSequenceClassification static method) (MedicalBertForTokenClassifier static method) (MedicalDistilBertForSequenceClassification static method) (MedicalLLM static method) (MedicalNerModel static method) (MedicalQuestionAnswering static method) (MedicalSummarizer static method) (MedicalTextGenerator static method) (RelationExtractionDLModel static method), [1], [2] (Text2SQL static method) (ZeroShotNerModel static method), [1], [2] (ZeroShotRelationExtractionModel static method), [1], [2] loadSavedModelOpenSource() (FinanceBertForSequenceClassification static method) (FinanceBertForTokenClassification static method) (LegalBertForSequenceClassification static method) (LegalBertForTokenClassification static method) (MedicalBertForSequenceClassification static method) (MedicalBertForTokenClassifier static method) (MedicalDistilBertForSequenceClassification static method) (ZeroShotRelationExtractionModel static method), [1], [2] loadStorage() (EntityRulerInternalModel static method) loadStorages() (EntityRulerInternalModel static method) logPrefix (FinanceNerApproach attribute) (LegalNerApproach attribute) (MedicalNerApproach attribute) lookupCacheDynamicFilePath (MedicalLLM attribute) lookupCacheStaticFilePath (MedicalLLM attribute) loss_plot() (assertion_log_parser method) (in module sparknlp_jsl.utils.ner_utils) (ner_log_parser method) lowerCase (ChunkMapperApproach attribute), [1], [2] (ChunkMapperModel attribute), [1], [2] (CommonChunkMapperParams attribute) (Doc2ChunkInternal attribute) (DocMapperApproach attribute), [1], [2] (DocMapperModel attribute), [1], [2] lowercase (DrugNormalizer attribute) lr (FinanceClassifierDLApproach attribute) (FinanceNerApproach attribute) (LegalClassifierDLApproach attribute) (LegalNerApproach attribute) (MedicalNerApproach attribute)

M

mainGpu (MedicalLLM attribute) Mapper2Chunk (class in sparknlp_jsl.annotator.chunker.mapper2_chunk) mappingsColumn (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) (Replacer attribute), [1] masking_policy (Deidentifier attribute) maskingPolicy (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) (LightDeIdentification attribute) max_length_limit (ZeroShotNerModel attribute), [1], [2] maxCharNgramFingerprint (ChunkMapperApproach attribute), [1], [2] (ChunkMapperFuzzyMatchingParams attribute) (DocMapperApproach attribute), [1], [2] maxContextLength (BeamSearchParams attribute) (FinanceQuestionAnswering attribute) (FinanceTextGenerator attribute) (LegalQuestionAnswering attribute) (LegalTextGenerator attribute) (MedicalQuestionAnswering attribute) (MedicalTextGenerator attribute) (Text2SQL attribute) maxEpochs (FinanceClassifierDLApproach attribute) (FinanceNerApproach attribute) (LegalClassifierDLApproach attribute) (LegalNerApproach attribute) (MedicalNerApproach attribute) maxIter (AssertionLogRegApproach attribute) (DocumentLogRegClassifierApproach attribute) (DocumentMLClassifierApproach attribute) (FinanceDocumentMLClassifierApproach attribute) (LegalDocumentMLClassifierApproach attribute) maxLength (InternalDocumentSplitter attribute) maxNewTokens (BeamSearchParams attribute) (FinanceEncoderDecoder attribute) (FinanceQuestionAnswering attribute) (FinanceSummarizer attribute) (FinanceTextGenerator attribute) (LegalEncoderDecoder attribute) (LegalQuestionAnswering attribute) (LegalSummarizer attribute) (LegalTextGenerator attribute) (MedicalEncoderDecoder attribute) (MedicalQuestionAnswering attribute) (MedicalSummarizer attribute) (MedicalTextGenerator attribute) (Text2SQL attribute) maxSentenceLength (FinanceBertForSequenceClassification attribute) (FinanceBertForTokenClassification attribute) (LegalBertForSequenceClassification attribute) (LegalBertForTokenClassification attribute) (MedicalBertForSequenceClassification attribute) (MedicalBertForTokenClassifier attribute) (MedicalDistilBertForSequenceClassification attribute) (ZeroShotNerModel attribute), [1], [2] (ZeroShotRelationExtractionModel attribute), [1], [2] maxSentLen (AssertionDLApproach attribute), [1], [2] (AssertionDLModel attribute), [1], [2] maxSequenceLength (TFGraphBuilder attribute) maxSyntacticDistance (EntityChunkEmbeddings attribute) (GenericREModel attribute) (PosologyREModel attribute) (RelationExtractionApproach attribute) (RelationExtractionModel attribute) (RENerChunksFilter attribute) maxTextLength (FinanceEncoderDecoder attribute) (FinanceSummarizer attribute) (FinanceTextGenerator attribute) (LegalEncoderDecoder attribute) (LegalSummarizer attribute) (LegalTextGenerator attribute) (MedicalEncoderDecoder attribute) (MedicalSummarizer attribute) (MedicalTextGenerator attribute) (Text2SQL attribute) maxTokenNgram (DocumentMLClassifierApproach attribute) (DocumentMLClassifierModel attribute) (DocumentMLClassifierParams attribute) (FinanceDocumentMLClassifierApproach attribute) (FinanceDocumentMLClassifierModel attribute) (LegalDocumentMLClassifierApproach attribute) (LegalDocumentMLClassifierModel attribute) maxTokenNgramDroppingCharsRatio (ChunkMapperApproach attribute), [1], [2] (ChunkMapperFuzzyMatchingParams attribute) (DocMapperApproach attribute), [1], [2] maxTokenNgramDroppingOperator (ChunkMapperApproach attribute), [1], [2] (ChunkMapperFuzzyMatchingParams attribute) (DocMapperApproach attribute), [1], [2] maxTokenNgramDroppingTokens (ChunkMapperApproach attribute), [1], [2] (ChunkMapperFuzzyMatchingParams attribute) (DocMapperApproach attribute), [1], [2] maxTokenNgramFingerprint (ChunkMapperApproach attribute), [1], [2] (ChunkMapperFuzzyMatchingParams attribute) (DocMapperApproach attribute), [1], [2] maxTopKAfterFiltering (VectorDBPostProcessor attribute) medical_annotators_set (in module sparknlp_jsl.transpiler.nlu_2_python) MedicalBertForSequenceClassification (class in sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification) MedicalBertForTokenClassifier (class in sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier) MedicalDistilBertForSequenceClassification (class in sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification) MedicalEncoderDecoder (class in sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder) MedicalLLM (class in sparknlp_jsl.annotator.medical_llm.medical_llm) MedicalNerApproach (class in sparknlp_jsl.annotator.ner.medical_ner) MedicalNerModel (class in sparknlp_jsl.annotator.ner.medical_ner) MedicalQuestionAnswering (class in sparknlp_jsl.annotator.qa.medical_qa) MedicalSummarizer (class in sparknlp_jsl.annotator.seq2seq.medical_summarizer) MedicalTextGenerator (class in sparknlp_jsl.annotator.seq2seq.medical_text_generator) merge (in module sparknlp_jsl.annotator) mergeChunks (DocumentLogRegClassifierModel attribute) (DocumentMLClassifierApproach attribute) (DocumentMLClassifierModel attribute) (DocumentMLClassifierParams attribute) (FinanceDocumentMLClassifierApproach attribute) (FinanceDocumentMLClassifierModel attribute) (LegalDocumentMLClassifierApproach attribute) (LegalDocumentMLClassifierModel attribute) MergeCommonParams (class in sparknlp_jsl.annotator.merge.chunk_merge) MergeFeatureParams (class in sparknlp_jsl.annotator.merge.chunk_merge) mergeOverlapping (AssertionMerger attribute) (ChunkMergeApproach attribute) (ChunkMergeModel attribute) (MergeCommonParams attribute) (RegexMatcherInternal attribute) (RegexMatcherInternalModel attribute) (TextMatcherInternal attribute) (TextMatcherInternalModel attribute) MergePrioritizationParams (class in sparknlp_jsl.annotator.merge.chunk_merge) MergeResourceParams (class in sparknlp_jsl.annotator.merge.chunk_merge) metadataField (Router attribute) metaDataFields (InternalDocumentSplitter attribute) metadataMaskingPolicy (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) minCharNgramFingerprint (ChunkMapperApproach attribute), [1], [2] (ChunkMapperFuzzyMatchingParams attribute) (DocMapperApproach attribute), [1], [2] minEpochs (FinanceNerApproach attribute) (LegalNerApproach attribute) (MedicalNerApproach attribute) minKeep (MedicalLLM attribute) minP (MedicalLLM attribute) minTokenNgram (DocumentMLClassifierApproach attribute) (DocumentMLClassifierModel attribute) (DocumentMLClassifierParams attribute) (FinanceDocumentMLClassifierApproach attribute) (FinanceDocumentMLClassifierModel attribute) (LegalDocumentMLClassifierApproach attribute) (LegalDocumentMLClassifierModel attribute) minTokenNgramFingerprint (ChunkMapperApproach attribute), [1], [2] (ChunkMapperFuzzyMatchingParams attribute) (DocMapperApproach attribute), [1], [2] minYear (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) miroStat (MedicalLLM attribute) miroStatEta (MedicalLLM attribute) miroStatTau (MedicalLLM attribute) missAsEmpty (SentenceEntityResolverApproach attribute), [1], [2] (SentenceResolverParams attribute) mlFrameworkType (FinanceEncoderDecoder attribute) (FinanceQuestionAnswering attribute) (FinanceSummarizer attribute) (FinanceTextGenerator attribute) (LegalEncoderDecoder attribute) (LegalQuestionAnswering attribute) (LegalSummarizer attribute) (LegalTextGenerator attribute) (MedicalEncoderDecoder attribute) (MedicalQuestionAnswering attribute) (MedicalSummarizer attribute) (MedicalTextGenerator attribute) (Text2SQL attribute) mode (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) (LightDeIdentification attribute) modelAlias (MedicalLLM attribute) modelArchitecture (LargeFewShotClassifierModel attribute) modelDraft (MedicalLLM attribute) modelFile (FewShotAssertionClassifierApproach attribute) (FewShotClassifierApproach attribute) (FinanceFewShotClassifierApproach attribute) (GenericClassifierApproach attribute) (GenericLogRegClassifierApproach attribute) (GenericSVMClassifierApproach attribute) (LegalFewShotClassifierApproach attribute) (RelationExtractionApproach attribute) modelName (TFGraphBuilder attribute) ModelTracer (class in sparknlp_jsl.modelTracer) modelType (FinanceQuestionAnswering attribute) (FinanceTextGenerator attribute) (LegalQuestionAnswering attribute) (LegalTextGenerator attribute) (MedicalQuestionAnswering attribute) (MedicalTextGenerator attribute) (Text2SQL attribute) module sparknlp_jsl, [1], [2] sparknlp_jsl.alab sparknlp_jsl.annotator, [1] sparknlp_jsl.annotator.annotation_merger sparknlp_jsl.annotator.assertion sparknlp_jsl.annotator.assertion.assertion_chunk_converter sparknlp_jsl.annotator.assertion.assertion_dl_reg sparknlp_jsl.annotator.assertion.assertion_merger sparknlp_jsl.annotator.assertion.assertionDL sparknlp_jsl.annotator.assertion.contextual_assertion sparknlp_jsl.annotator.assertion.fewshot_assertion_sentence_converter sparknlp_jsl.annotator.chunk2_token sparknlp_jsl.annotator.chunker sparknlp_jsl.annotator.chunker.assertion_filterer sparknlp_jsl.annotator.chunker.chunk_converter sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction sparknlp_jsl.annotator.chunker.chunk_sentence_splitter sparknlp_jsl.annotator.chunker.chunker_filterer sparknlp_jsl.annotator.chunker.chunkmapper sparknlp_jsl.annotator.chunker.chunkmapper_filterer sparknlp_jsl.annotator.chunker.docmapper sparknlp_jsl.annotator.chunker.mapper2_chunk sparknlp_jsl.annotator.classification sparknlp_jsl.annotator.classification.document_log_classifier sparknlp_jsl.annotator.classification.document_ml_classifier sparknlp_jsl.annotator.classification.few_shot_assertion_classifier sparknlp_jsl.annotator.classification.few_shot_classifier sparknlp_jsl.annotator.classification.generic_log_reg_classifier sparknlp_jsl.annotator.classification.generic_svm_classifier sparknlp_jsl.annotator.classification.large_few_shot_classifier sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification sparknlp_jsl.annotator.context sparknlp_jsl.annotator.context.contextual_entity_filterer sparknlp_jsl.annotator.context.contextual_parser sparknlp_jsl.annotator.deid sparknlp_jsl.annotator.deid.deidentication_params sparknlp_jsl.annotator.deid.deIdentification sparknlp_jsl.annotator.deid.doccument_hashcoder sparknlp_jsl.annotator.deid.light_deIdentification sparknlp_jsl.annotator.deid.name_obfuscator sparknlp_jsl.annotator.deid.reIdentification sparknlp_jsl.annotator.deid.replacer sparknlp_jsl.annotator.disambiguation sparknlp_jsl.annotator.disambiguation.ner_disambiguator sparknlp_jsl.annotator.doc2_chunk_internal sparknlp_jsl.annotator.document_filterer_by_classifier sparknlp_jsl.annotator.document_filterer_by_ner sparknlp_jsl.annotator.embeddings sparknlp_jsl.annotator.embeddings.average_embeddings sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings sparknlp_jsl.annotator.embeddings.extractive_summarization sparknlp_jsl.annotator.er sparknlp_jsl.annotator.er.entity_ruler_internal sparknlp_jsl.annotator.feature_assembler sparknlp_jsl.annotator.filtering_params sparknlp_jsl.annotator.flattener sparknlp_jsl.annotator.generic_classifier sparknlp_jsl.annotator.generic_classifier.generic_classifier sparknlp_jsl.annotator.handle_exception_params sparknlp_jsl.annotator.matcher sparknlp_jsl.annotator.matcher.text_matcher_internal sparknlp_jsl.annotator.medical_llm sparknlp_jsl.annotator.medical_llm.medical_llm sparknlp_jsl.annotator.merge sparknlp_jsl.annotator.merge.chunk_merge sparknlp_jsl.annotator.merge.re_chunk_merger sparknlp_jsl.annotator.multi_chunk2_doc sparknlp_jsl.annotator.ner sparknlp_jsl.annotator.ner.iob_tagger sparknlp_jsl.annotator.ner.medical_ner sparknlp_jsl.annotator.ner.ner_chunker sparknlp_jsl.annotator.ner.ner_converter_internal sparknlp_jsl.annotator.ner.ner_template_render sparknlp_jsl.annotator.ner.zero_shot_ner sparknlp_jsl.annotator.normalizer sparknlp_jsl.annotator.normalizer.date_normalizer sparknlp_jsl.annotator.normalizer.drug_normalizer sparknlp_jsl.annotator.params sparknlp_jsl.annotator.params.reset_sentence_indices_param sparknlp_jsl.annotator.qa sparknlp_jsl.annotator.qa.beam_search_params sparknlp_jsl.annotator.qa.medical_qa sparknlp_jsl.annotator.qa.qa_ner_generator sparknlp_jsl.annotator.rag sparknlp_jsl.annotator.rag.context_split_assembler sparknlp_jsl.annotator.rag.vectordb_post_processor sparknlp_jsl.annotator.re sparknlp_jsl.annotator.re.relation_extraction sparknlp_jsl.annotator.re.relation_extraction_dl sparknlp_jsl.annotator.re.relation_ner_chunk_filter sparknlp_jsl.annotator.re.zero_shot_relation_extraction sparknlp_jsl.annotator.regex sparknlp_jsl.annotator.regex.regex_matcher sparknlp_jsl.annotator.resolution sparknlp_jsl.annotator.resolution.resolver_merger sparknlp_jsl.annotator.resolution.sentence_entity_resolver sparknlp_jsl.annotator.resolution2_chunk sparknlp_jsl.annotator.router sparknlp_jsl.annotator.seq2seq sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder sparknlp_jsl.annotator.seq2seq.medical_summarizer sparknlp_jsl.annotator.seq2seq.medical_text_generator sparknlp_jsl.annotator.seq2seq.text2sql sparknlp_jsl.annotator.source_tracking_metadata_params sparknlp_jsl.annotator.splitter sparknlp_jsl.annotator.splitter.internal_document_splitter sparknlp_jsl.annotator.tf_graph_builder sparknlp_jsl.annotator.white_black_list_params sparknlp_jsl.annotator.windowed sparknlp_jsl.annotator.windowed.windowed_sentence sparknlp_jsl.base sparknlp_jsl.common sparknlp_jsl.common.annotator_approach_internal sparknlp_jsl.common.annotator_model_internal sparknlp_jsl.common.annotator_properties_internal sparknlp_jsl.compatibility sparknlp_jsl.custom_transformer sparknlp_jsl.deidentification_module sparknlp_jsl.eval sparknlp_jsl.finance, [1] sparknlp_jsl.finance.chunk_classification sparknlp_jsl.finance.chunk_classification.assertion sparknlp_jsl.finance.chunk_classification.assertion.assertionDL sparknlp_jsl.finance.chunk_classification.deid sparknlp_jsl.finance.chunk_classification.deid.deIdentification sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder sparknlp_jsl.finance.chunk_classification.resolution sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper sparknlp_jsl.finance.chunk_classification.resolution.docmapper sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver sparknlp_jsl.finance.graph sparknlp_jsl.finance.graph.relation_extraction sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction sparknlp_jsl.finance.sequence_classification sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification sparknlp_jsl.finance.sequence_classification.finance_classifier_dl sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier sparknlp_jsl.finance.sequence_classification.finance_few_shot_classifier sparknlp_jsl.finance.sequence_generation sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder sparknlp_jsl.finance.sequence_generation.finance_qa sparknlp_jsl.finance.sequence_generation.finance_summarizer sparknlp_jsl.finance.sequence_generation.finance_text_generator sparknlp_jsl.finance.sequence_generation.qa_ner_generator sparknlp_jsl.finance.token_classification sparknlp_jsl.finance.token_classification.ner sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier sparknlp_jsl.finance.token_classification.ner.finance_ner sparknlp_jsl.finance.token_classification.ner.zero_shot_ner sparknlp_jsl.functions sparknlp_jsl.internal sparknlp_jsl.legal, [1] sparknlp_jsl.legal.chunk_classification sparknlp_jsl.legal.chunk_classification.assertion sparknlp_jsl.legal.chunk_classification.assertion.assertionDL sparknlp_jsl.legal.chunk_classification.deid sparknlp_jsl.legal.chunk_classification.deid.deIdentification sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder sparknlp_jsl.legal.chunk_classification.resolution sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper sparknlp_jsl.legal.chunk_classification.resolution.docmapper sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver sparknlp_jsl.legal.graph sparknlp_jsl.legal.graph.relation_extraction sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction sparknlp_jsl.legal.sequence_classification sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification sparknlp_jsl.legal.sequence_classification.legal_classifier_dl sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier sparknlp_jsl.legal.sequence_generation sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder sparknlp_jsl.legal.sequence_generation.legal_qa sparknlp_jsl.legal.sequence_generation.legal_summarizer sparknlp_jsl.legal.sequence_generation.legal_text_generator sparknlp_jsl.legal.sequence_generation.qa_ner_generator sparknlp_jsl.legal.token_classification sparknlp_jsl.legal.token_classification.ner sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier sparknlp_jsl.legal.token_classification.ner.legal_ner sparknlp_jsl.legal.token_classification.ner.zero_shot_ner sparknlp_jsl.llm sparknlp_jsl.llm.llm_loader sparknlp_jsl.modelTracer sparknlp_jsl.pipeline_output_parser sparknlp_jsl.pipeline_tracer sparknlp_jsl.pretrained sparknlp_jsl.structured_deidentification sparknlp_jsl.text_to_documents_columns sparknlp_jsl.training sparknlp_jsl.training_log_parser sparknlp_jsl.transpiler sparknlp_jsl.transpiler.builder sparknlp_jsl.transpiler.class_names sparknlp_jsl.transpiler.converter sparknlp_jsl.transpiler.externalSources sparknlp_jsl.transpiler.nlu_2_python sparknlp_jsl.transpiler.python_2_scala sparknlp_jsl.transpiler.source_loader sparknlp_jsl.transpiler.uploader sparknlp_jsl.updateModels sparknlp_jsl.util sparknlp_jsl.utils, [1] sparknlp_jsl.utils.alab_utils sparknlp_jsl.utils.conll_parse sparknlp_jsl.utils.deidentification_utils sparknlp_jsl.utils.imports sparknlp_jsl.utils.java_helper sparknlp_jsl.utils.licensed_annotator_type sparknlp_jsl.utils.log_parse sparknlp_jsl.utils.ner_utils sparknlp_jsl.utils.ocr_nlp_processor sparknlp_jsl.utils.ocr_utils sparknlp_jsl.utils.risk_adjustment_utils sparknlp_jsl.utils.run_transpiled_code sparknlp_jsl.utils.training_log_parser_utils sparknlp_jsl.utils.visualner_annotations_parser

multi_mode_file_path (Deidentifier attribute) MultiChunk2Doc (class in sparknlp_jsl.annotator.multi_chunk2_doc) multiClass (FewShotAssertionClassifierApproach attribute) (FewShotAssertionClassifierModel attribute) (FewShotClassifierApproach attribute) (FewShotClassifierModel attribute) (FinanceFewShotClassifierApproach attribute) (FinanceFewShotClassifierModel attribute) (GenericClassifierApproach attribute) (GenericClassifierModel attribute) (GenericLogRegClassifierApproach attribute) (GenericLogRegClassifierModel attribute) (GenericREModel attribute) (GenericSVMClassifierApproach attribute) (GenericSVMClassifierModel attribute) (LegalFewShotClassifierApproach attribute) (LegalFewShotClassifierModel attribute) (PosologyREModel attribute) (RelationExtractionApproach attribute) (RelationExtractionModel attribute) multiLabel (ZeroShotRelationExtractionModel attribute), [1], [2] multivaluesRelations (ChunkMapperApproach attribute), [1], [2] (ChunkMapperModel attribute), [1], [2] (CommonChunkMapperParams attribute) (DocMapperApproach attribute), [1], [2] (DocMapperModel attribute), [1], [2]

N

name (AnnotationMerger attribute) (AssertionChunkConverter attribute) (AssertionDLModel attribute), [1], [2] (AssertionFilterer attribute) (AssertionLogRegModel attribute) (AssertionMerger attribute) (AverageEmbeddings attribute) (BertSentenceChunkEmbeddings attribute) (Chunk2Token attribute) (ChunkConverter attribute) (ChunkFilterer attribute) (ChunkFiltererApproach attribute) (ChunkKeyPhraseExtraction attribute) (ChunkMapperApproach attribute), [1], [2] (ChunkMapperFilterer attribute) (ChunkMapperModel attribute), [1], [2] (ChunkMergeApproach attribute) (ChunkMergeModel attribute) (ChunkSentenceSplitter attribute) (ContextSplitAssembler attribute) (ContextualAssertion attribute) (ContextualEntityFilterer attribute) (ContextualParserModel attribute) (DateNormalizer attribute) (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (Doc2ChunkInternal attribute) (DocMapperApproach attribute), [1], [2] (DocMapperModel attribute), [1], [2] (DocumentFiltererByClassifier attribute) (DocumentFiltererByNER attribute) (DocumentHashCoder attribute) (DocumentLogRegClassifierModel attribute) (DocumentMLClassifierModel attribute) (EntityChunkEmbeddings attribute) (EntityRulerInternalApproach attribute) (EntityRulerInternalModel attribute) (ExtractiveSummarization attribute) (FeaturesAssembler attribute) (FewShotAssertionClassifierApproach attribute) (FewShotAssertionClassifierModel attribute) (FewShotAssertionSentenceConverter attribute) (FewShotClassifierApproach attribute) (FewShotClassifierModel attribute) (FinanceBertForSequenceClassification attribute) (FinanceBertForTokenClassification attribute) (FinanceClassifierDLModel attribute) (FinanceDocumentHashCoder attribute) (FinanceDocumentMLClassifierModel attribute) (FinanceEncoderDecoder attribute) (FinanceFewShotClassifierApproach attribute) (FinanceFewShotClassifierModel attribute) (FinanceNerModel attribute) (FinanceNerQuestionGenerator attribute) (FinanceQuestionAnswering attribute) (FinanceSummarizer attribute) (FinanceTextGenerator attribute) (Flattener attribute) (GenericClassifierModel attribute) (GenericLogRegClassifierApproach attribute) (GenericLogRegClassifierModel attribute) (GenericREModel attribute) (GenericSVMClassifierApproach attribute) (GenericSVMClassifierModel attribute) (InternalDocumentSplitter attribute) (IOBTagger attribute) (LargeFewShotClassifierModel attribute) (LegalBertForSequenceClassification attribute) (LegalBertForTokenClassification attribute) (LegalClassifierDLModel attribute) (LegalDocumentHashCoder attribute) (LegalDocumentMLClassifierModel attribute) (LegalEncoderDecoder attribute) (LegalFewShotClassifierApproach attribute) (LegalFewShotClassifierModel attribute) (LegalNerModel attribute) (LegalNerQuestionGenerator attribute) (LegalQuestionAnswering attribute) (LegalSummarizer attribute) (LegalTextGenerator attribute) (LightDeIdentification attribute) (Mapper2Chunk attribute) (MedicalBertForSequenceClassification attribute) (MedicalBertForTokenClassifier attribute) (MedicalDistilBertForSequenceClassification attribute) (MedicalEncoderDecoder attribute) (MedicalLLM attribute) (MedicalNerModel attribute) (MedicalQuestionAnswering attribute) (MedicalSummarizer attribute) (MedicalTextGenerator attribute) (MultiChunk2Doc attribute) (NerChunker attribute) (NerConverterInternal attribute) (NerConverterInternalModel attribute) (NerDisambiguatorModel attribute) (NerQuestionGenerator attribute) (PipelineStage attribute) (PosologyREModel attribute) (REChunkMerger attribute) (RegexMatcherInternalModel attribute) (ReIdentification attribute) (RelationExtractionApproach attribute) (RelationExtractionDLModel attribute), [1], [2] (RelationExtractionModel attribute) (RENerChunksFilter attribute) (Replacer attribute) (Resolution2Chunk attribute) (ResolverMerger attribute) (Router attribute) (SentenceEntityResolverModel attribute), [1], [2] (StageField attribute) (Text2SQL attribute) (TextMatcherInternalModel attribute) (VectorDBPostProcessor attribute) (ZeroShotNerModel attribute), [1], [2] (ZeroShotRelationExtractionModel attribute), [1], [2]

NameChunkObfuscator (class in sparknlp_jsl.annotator.deid.name_obfuscator) NameChunkObfuscatorApproach (class in sparknlp_jsl.annotator.deid.name_obfuscator) nameEntities (NameChunkObfuscator attribute) (NameChunkObfuscatorApproach attribute) narrowWithApproximateMatching (NerDisambiguator attribute) (NerDisambiguatorModel attribute) nBatch (MedicalLLM attribute) nChunks (MedicalLLM attribute) nCtx (MedicalLLM attribute) nDraft (MedicalLLM attribute) nearMatchingGapParam (NerDisambiguator attribute) (NerDisambiguatorModel attribute) negativeRelationships (ZeroShotRelationExtractionModel attribute), [1], [2] neighbours (SentenceEntityResolverApproach attribute), [1], [2] (SentenceResolverParams attribute) ner (in module sparknlp_jsl.annotator) ner_chunk (Deidentifier attribute) ner_log_parser (class in sparknlp_jsl.training_log_parser) NerChunker (class in sparknlp_jsl.annotator.ner.ner_chunker) nerCol (AssertionLogRegApproach attribute) (AssertionLogRegModel attribute) NerConverterInternal (class in sparknlp_jsl.annotator.ner.ner_converter_internal) NerConverterInternalModel (class in sparknlp_jsl.annotator.ner.ner_converter_internal) NerCrfEvaluation (class in sparknlp_jsl.eval) NerDisambiguator (class in sparknlp_jsl.annotator.disambiguation.ner_disambiguator) NerDisambiguatorModel (class in sparknlp_jsl.annotator.disambiguation.ner_disambiguator) NerDLEvaluation (class in sparknlp_jsl.eval) NerDLMetrics (class in sparknlp_jsl.eval) NerQuestionGenerator (class in sparknlp_jsl.annotator.qa.qa_ner_generator) NerTemplateRenderModel (class in sparknlp_jsl.annotator.ner.ner_template_render) new_java_array() (AnnotationToolJsonReader method) (CantemistReader method) (CodiEspReader method) (NerCrfEvaluation method) (NerDLEvaluation method) (NerDLMetrics method) (NorvigSpellEvaluation method) (POSEvaluation method) (SymSpellEvaluation method) (SynonymAugmentationUMLS method) new_java_array_integer() (AnnotationToolJsonReader method) (CantemistReader method) (CodiEspReader method) (NerCrfEvaluation method) (NerDLEvaluation method) (NerDLMetrics method) (NorvigSpellEvaluation method) (POSEvaluation method) (SymSpellEvaluation method) (SynonymAugmentationUMLS method) new_java_array_string() (AnnotationToolJsonReader method) (CantemistReader method) (CodiEspReader method) (NerCrfEvaluation method) (NerDLEvaluation method) (NerDLMetrics method) (NorvigSpellEvaluation method) (POSEvaluation method) (SymSpellEvaluation method) (SynonymAugmentationUMLS method) new_java_obj() (AnnotationToolJsonReader method) (CantemistReader method) (CodiEspReader method) (NerCrfEvaluation method) (NerDLEvaluation method) (NerDLMetrics method) (NorvigSpellEvaluation method) (POSEvaluation method) (SymSpellEvaluation method) (SynonymAugmentationUMLS method) newDateShift (DocumentHashCoder attribute) (FinanceDocumentHashCoder attribute) (LegalDocumentHashCoder attribute) nGpuLayers (MedicalLLM attribute) nGpuLayersDraft (MedicalLLM attribute) nKeep (MedicalLLM attribute) nlp_pos_pipeline (in module sparknlp_jsl.utils.alab_utils) nlp_token_pipeline (in module sparknlp_jsl.utils.alab_utils) nlu_component_to_spark_nlp_code() (in module sparknlp_jsl.transpiler.nlu_2_python) noKvOffload (MedicalLLM attribute) noneValuesTo (Replacer attribute), [1] noRepeatNgramSize (BeamSearchParams attribute) (FinanceEncoderDecoder attribute) (FinanceQuestionAnswering attribute) (FinanceSummarizer attribute) (FinanceTextGenerator attribute) (LegalEncoderDecoder attribute) (LegalQuestionAnswering attribute) (LegalSummarizer attribute) (LegalTextGenerator attribute) (MedicalEncoderDecoder attribute) (MedicalQuestionAnswering attribute) (MedicalSummarizer attribute) (MedicalTextGenerator attribute) (Text2SQL attribute) normalizedCol (SentenceEntityResolverApproach attribute), [1], [2] NorvigSpellEvaluation (class in sparknlp_jsl.eval) nPredict (MedicalLLM attribute) nProbs (MedicalLLM attribute) nSequences (MedicalLLM attribute) nThreads (MedicalLLM attribute) nThreadsBatch (MedicalLLM attribute) nThreadsBatchDraft (MedicalLLM attribute) nThreadsDraft (MedicalLLM attribute) nUbatch (MedicalLLM attribute) numaStrategy (MedicalLLM attribute) number_of_days (Deidentifier attribute) numFirstChars (NerDisambiguator attribute) (NerDisambiguatorModel attribute)

O

obfuscate_date (Deidentifier attribute) obfuscate_ref_file_path (Deidentifier attribute) obfuscate_ref_source (Deidentifier attribute) obfuscateByAgeGroups (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) obfuscateColumns() (StructuredDeidentification method) obfuscateDate (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) (LightDeIdentification attribute) obfuscateRefFile (DeIdentification attribute), [1], [2] (NameChunkObfuscatorApproach attribute) (StructuredDeidentification attribute) obfuscateRefSource (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) (LightDeIdentification attribute) (NameChunkObfuscator attribute) (NameChunkObfuscatorApproach attribute) obfuscationStrategyOnException (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) ocr_entity_processor() (in module sparknlp_jsl.utils.ocr_nlp_processor) open_source_annotator_set_final (in module sparknlp_jsl.transpiler.nlu_2_python) openSource_classes (ClassNames attribute) optionalContextRules (ContextualParserApproach attribute) (ContextualParserModel attribute) optionalInputAnnotatorTypes (AnnotationMerger attribute) (AnnotatorApproachInternal attribute) (AnnotatorModelInternal attribute) (AnnotatorPropertiesInternal attribute) (AssertionDLApproach attribute), [1], [2] (AssertionDLModel attribute), [1], [2] (AssertionFilterer attribute) (AssertionLogRegApproach attribute) (AssertionLogRegModel attribute) (AssertionMerger attribute) (AverageEmbeddings attribute) (BertSentenceChunkEmbeddings attribute) (Chunk2Token attribute) (ChunkConverter attribute) (ChunkFilterer attribute) (ChunkFiltererApproach attribute) (ChunkKeyPhraseExtraction attribute) (ChunkMapperApproach attribute), [1], [2] (ChunkMapperFilterer attribute) (ChunkMapperModel attribute), [1], [2] (ChunkMergeApproach attribute) (ChunkMergeModel attribute) (ChunkSentenceSplitter attribute) (ContextSplitAssembler attribute) (ContextualAssertion attribute) (ContextualEntityFilterer attribute) (ContextualParserApproach attribute) (ContextualParserModel attribute) (DateNormalizer attribute) (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (Doc2ChunkInternal attribute) (DocMapperApproach attribute), [1], [2] (DocMapperModel attribute), [1], [2] (DocumentFiltererByClassifier attribute) (DocumentFiltererByNER attribute) (DocumentHashCoder attribute) (DocumentLogRegClassifierApproach attribute) (DocumentLogRegClassifierModel attribute) (DocumentMLClassifierApproach attribute) (DocumentMLClassifierModel attribute) (DrugNormalizer attribute) (EntityChunkEmbeddings attribute) (EntityRulerInternalApproach attribute) (EntityRulerInternalModel attribute) (ExtractiveSummarization attribute) (FeaturesAssembler attribute) (FewShotAssertionClassifierApproach attribute) (FewShotAssertionClassifierModel attribute) (FewShotClassifierApproach attribute) (FewShotClassifierModel attribute) (FinanceBertForSequenceClassification attribute) (FinanceBertForTokenClassification attribute) (FinanceClassifierDLApproach attribute) (FinanceClassifierDLModel attribute) (FinanceDocumentHashCoder attribute) (FinanceDocumentMLClassifierApproach attribute) (FinanceDocumentMLClassifierModel attribute) (FinanceEncoderDecoder attribute) (FinanceFewShotClassifierApproach attribute) (FinanceFewShotClassifierModel attribute) (FinanceNerApproach attribute) (FinanceNerModel attribute) (FinanceNerQuestionGenerator attribute) (FinanceQuestionAnswering attribute) (FinanceSummarizer attribute) (FinanceTextGenerator attribute) (GenericClassifierApproach attribute) (GenericClassifierModel attribute) (GenericLogRegClassifierApproach attribute) (GenericLogRegClassifierModel attribute) (GenericREModel attribute) (GenericSVMClassifierApproach attribute) (GenericSVMClassifierModel attribute) (InternalDocumentSplitter attribute) (IOBTagger attribute) (LargeFewShotClassifierModel attribute) (LegalBertForSequenceClassification attribute) (LegalBertForTokenClassification attribute) (LegalClassifierDLApproach attribute) (LegalClassifierDLModel attribute) (LegalDocumentHashCoder attribute) (LegalDocumentMLClassifierApproach attribute) (LegalDocumentMLClassifierModel attribute) (LegalEncoderDecoder attribute) (LegalFewShotClassifierApproach attribute) (LegalFewShotClassifierModel attribute) (LegalNerApproach attribute) (LegalNerModel attribute) (LegalNerQuestionGenerator attribute) (LegalQuestionAnswering attribute) (LegalSummarizer attribute) (LegalTextGenerator attribute) (LightDeIdentification attribute) (MedicalBertForSequenceClassification attribute) (MedicalBertForTokenClassifier attribute) (MedicalDistilBertForSequenceClassification attribute) (MedicalEncoderDecoder attribute) (MedicalLLM attribute) (MedicalNerApproach attribute) (MedicalNerModel attribute) (MedicalQuestionAnswering attribute) (MedicalSummarizer attribute) (MedicalTextGenerator attribute) (MultiChunk2Doc attribute) (NameChunkObfuscator attribute) (NameChunkObfuscatorApproach attribute) (NerChunker attribute) (NerConverterInternal attribute) (NerConverterInternalModel attribute) (NerDisambiguator attribute) (NerDisambiguatorModel attribute) (NerQuestionGenerator attribute) (NerTemplateRenderModel attribute) (PosologyREModel attribute) (REChunkMerger attribute) (RegexMatcherInternal attribute) (RegexMatcherInternalModel attribute) (ReIdentification attribute) (RelationExtractionApproach attribute) (RelationExtractionDLModel attribute), [1], [2] (RelationExtractionModel attribute) (RENerChunksFilter attribute) (Replacer attribute) (Resolution2Chunk attribute) (ResolverMerger attribute) (Router attribute) (SentenceEntityResolverApproach attribute), [1], [2] (SentenceEntityResolverModel attribute), [1], [2] (Text2SQL attribute) (TextMatcherInternal attribute) (TextMatcherInternalModel attribute) (VectorDBPostProcessor attribute) (WindowedSentenceModel attribute) (ZeroShotNerModel attribute), [1], [2] (ZeroShotRelationExtractionModel attribute), [1], [2] orderByColumn (Flattener attribute) orderDescending (Flattener attribute) orderingFeatures (AssertionMerger attribute) (ChunkMergeApproach attribute) (ChunkMergeModel attribute) (MergePrioritizationParams attribute) output_file_path (Deidentifier attribute) outputAct (TFGraphBuilder attribute) outputAnnotatorType (AnnotationMerger attribute) (AnnotatorApproachInternal attribute) (AnnotatorModelInternal attribute) (AnnotatorPropertiesInternal attribute) (AssertionChunkConverter attribute) (AssertionDLApproach attribute), [1], [2] (AssertionDLModel attribute), [1], [2] (AssertionFilterer attribute) (AssertionLogRegApproach attribute) (AssertionLogRegModel attribute) (AssertionMerger attribute) (AverageEmbeddings attribute) (BertSentenceChunkEmbeddings attribute) (Chunk2Token attribute) (ChunkConverter attribute) (ChunkFilterer attribute) (ChunkFiltererApproach attribute) (ChunkKeyPhraseExtraction attribute) (ChunkMapperApproach attribute), [1], [2] (ChunkMapperFilterer attribute) (ChunkMapperModel attribute), [1], [2] (ChunkMergeApproach attribute) (ChunkMergeModel attribute) (ChunkSentenceSplitter attribute) (ContextSplitAssembler attribute) (ContextualAssertion attribute) (ContextualEntityFilterer attribute) (ContextualParserApproach attribute) (ContextualParserModel attribute) (DateNormalizer attribute) (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (Doc2ChunkInternal attribute) (DocMapperApproach attribute), [1], [2] (DocMapperModel attribute), [1], [2] (DocumentFiltererByClassifier attribute) (DocumentFiltererByNER attribute) (DocumentHashCoder attribute) (DocumentLogRegClassifierApproach attribute) (DocumentLogRegClassifierModel attribute) (DocumentMLClassifierApproach attribute) (DocumentMLClassifierModel attribute) (DrugNormalizer attribute) (EntityChunkEmbeddings attribute) (EntityRulerInternalApproach attribute) (EntityRulerInternalModel attribute) (ExtractiveSummarization attribute) (FeaturesAssembler attribute) (FewShotAssertionClassifierApproach attribute) (FewShotAssertionClassifierModel attribute) (FewShotAssertionSentenceConverter attribute) (FewShotClassifierApproach attribute) (FewShotClassifierModel attribute) (FinanceBertForSequenceClassification attribute) (FinanceBertForTokenClassification attribute) (FinanceClassifierDLApproach attribute) (FinanceClassifierDLModel attribute) (FinanceDocumentHashCoder attribute) (FinanceDocumentMLClassifierApproach attribute) (FinanceDocumentMLClassifierModel attribute) (FinanceEncoderDecoder attribute) (FinanceFewShotClassifierApproach attribute) (FinanceFewShotClassifierModel attribute) (FinanceNerApproach attribute) (FinanceNerModel attribute) (FinanceNerQuestionGenerator attribute) (FinanceQuestionAnswering attribute) (FinanceSummarizer attribute) (FinanceTextGenerator attribute) (Flattener attribute) (GenericClassifierApproach attribute) (GenericClassifierModel attribute) (GenericLogRegClassifierApproach attribute) (GenericLogRegClassifierModel attribute) (GenericREModel attribute) (GenericSVMClassifierApproach attribute) (GenericSVMClassifierModel attribute) (InternalDocumentSplitter attribute) (IOBTagger attribute) (LargeFewShotClassifierModel attribute) (LegalBertForSequenceClassification attribute) (LegalBertForTokenClassification attribute) (LegalClassifierDLApproach attribute) (LegalClassifierDLModel attribute) (LegalDocumentHashCoder attribute) (LegalDocumentMLClassifierApproach attribute) (LegalDocumentMLClassifierModel attribute) (LegalEncoderDecoder attribute) (LegalFewShotClassifierApproach attribute) (LegalFewShotClassifierModel attribute) (LegalNerApproach attribute) (LegalNerModel attribute) (LegalNerQuestionGenerator attribute) (LegalQuestionAnswering attribute) (LegalSummarizer attribute) (LegalTextGenerator attribute) (LightDeIdentification attribute) (Mapper2Chunk attribute) (MedicalBertForSequenceClassification attribute) (MedicalBertForTokenClassifier attribute) (MedicalDistilBertForSequenceClassification attribute) (MedicalEncoderDecoder attribute) (MedicalLLM attribute) (MedicalNerApproach attribute) (MedicalNerModel attribute) (MedicalQuestionAnswering attribute) (MedicalSummarizer attribute) (MedicalTextGenerator attribute) (MultiChunk2Doc attribute) (NameChunkObfuscator attribute) (NameChunkObfuscatorApproach attribute) (NerChunker attribute) (NerConverterInternal attribute) (NerConverterInternalModel attribute) (NerDisambiguator attribute) (NerDisambiguatorModel attribute) (NerQuestionGenerator attribute) (NerTemplateRenderModel attribute) (PipelineStage attribute) (PosologyREModel attribute) (REChunkMerger attribute) (RegexMatcherInternal attribute) (RegexMatcherInternalModel attribute) (ReIdentification attribute) (RelationExtractionApproach attribute) (RelationExtractionDLModel attribute), [1], [2] (RelationExtractionModel attribute) (RENerChunksFilter attribute) (Replacer attribute) (Resolution2Chunk attribute) (ResolverMerger attribute) (Router attribute) (SentenceEntityResolverApproach attribute), [1], [2] (SentenceEntityResolverModel attribute), [1], [2] (Text2SQL attribute) (TextMatcherInternal attribute) (TextMatcherInternalModel attribute) (VectorDBPostProcessor attribute) (WindowedSentenceModel attribute) (ZeroShotNerModel attribute), [1], [2] (ZeroShotRelationExtractionModel attribute), [1], [2]

outputAsDocument (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) (DocumentFiltererByNER attribute) outputCol (AnnotationMerger attribute) (AnnotatorApproachInternal attribute) (AnnotatorModelInternal attribute) (AnnotatorPropertiesInternal attribute) (AssertionChunkConverter attribute) (AssertionDLApproach attribute), [1], [2] (AssertionDLModel attribute), [1], [2] (AssertionFilterer attribute) (AssertionLogRegApproach attribute) (AssertionLogRegModel attribute) (AssertionMerger attribute) (AverageEmbeddings attribute) (BertSentenceChunkEmbeddings attribute) (Chunk2Token attribute) (ChunkConverter attribute) (ChunkFilterer attribute) (ChunkFiltererApproach attribute) (ChunkKeyPhraseExtraction attribute) (ChunkMapperApproach attribute), [1], [2] (ChunkMapperFilterer attribute) (ChunkMapperModel attribute), [1], [2] (ChunkMergeApproach attribute) (ChunkMergeModel attribute) (ChunkSentenceSplitter attribute) (ContextSplitAssembler attribute) (ContextualAssertion attribute) (ContextualEntityFilterer attribute) (ContextualParserApproach attribute) (ContextualParserModel attribute) (CustomTransformer attribute) (DateNormalizer attribute) (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (Doc2ChunkInternal attribute) (DocMapperApproach attribute), [1], [2] (DocMapperModel attribute), [1], [2] (DocumentFiltererByClassifier attribute) (DocumentFiltererByNER attribute) (DocumentHashCoder attribute) (DocumentLogRegClassifierApproach attribute) (DocumentLogRegClassifierModel attribute) (DocumentMLClassifierApproach attribute) (DocumentMLClassifierModel attribute) (DrugNormalizer attribute) (EntityChunkEmbeddings attribute) (EntityRulerInternalApproach attribute) (EntityRulerInternalModel attribute) (ExtractiveSummarization attribute) (FeaturesAssembler attribute) (FewShotAssertionClassifierApproach attribute) (FewShotAssertionClassifierModel attribute) (FewShotAssertionSentenceConverter attribute) (FewShotClassifierApproach attribute) (FewShotClassifierModel attribute) (FinanceBertForSequenceClassification attribute) (FinanceBertForTokenClassification attribute) (FinanceClassifierDLApproach attribute) (FinanceClassifierDLModel attribute) (FinanceDocumentHashCoder attribute) (FinanceDocumentMLClassifierApproach attribute) (FinanceDocumentMLClassifierModel attribute) (FinanceEncoderDecoder attribute) (FinanceFewShotClassifierApproach attribute) (FinanceFewShotClassifierModel attribute) (FinanceNerApproach attribute) (FinanceNerModel attribute) (FinanceNerQuestionGenerator attribute) (FinanceQuestionAnswering attribute) (FinanceSummarizer attribute) (FinanceTextGenerator attribute) (GenericClassifierApproach attribute) (GenericClassifierModel attribute) (GenericLogRegClassifierApproach attribute) (GenericLogRegClassifierModel attribute) (GenericREModel attribute) (GenericSVMClassifierApproach attribute) (GenericSVMClassifierModel attribute) (InternalDocumentSplitter attribute) (IOBTagger attribute) (LargeFewShotClassifierModel attribute) (LegalBertForSequenceClassification attribute) (LegalBertForTokenClassification attribute) (LegalClassifierDLApproach attribute) (LegalClassifierDLModel attribute) (LegalDocumentHashCoder attribute) (LegalDocumentMLClassifierApproach attribute) (LegalDocumentMLClassifierModel attribute) (LegalEncoderDecoder attribute) (LegalFewShotClassifierApproach attribute) (LegalFewShotClassifierModel attribute) (LegalNerApproach attribute) (LegalNerModel attribute) (LegalNerQuestionGenerator attribute) (LegalQuestionAnswering attribute) (LegalSummarizer attribute) (LegalTextGenerator attribute) (LightDeIdentification attribute) (MedicalBertForSequenceClassification attribute) (MedicalBertForTokenClassifier attribute) (MedicalDistilBertForSequenceClassification attribute) (MedicalEncoderDecoder attribute) (MedicalLLM attribute) (MedicalNerApproach attribute) (MedicalNerModel attribute) (MedicalQuestionAnswering attribute) (MedicalSummarizer attribute) (MedicalTextGenerator attribute) (MultiChunk2Doc attribute) (NameChunkObfuscator attribute) (NameChunkObfuscatorApproach attribute) (NerChunker attribute) (NerConverterInternal attribute) (NerConverterInternalModel attribute) (NerDisambiguator attribute) (NerDisambiguatorModel attribute) (NerQuestionGenerator attribute) (NerTemplateRenderModel attribute) (PipelineStage attribute) (PosologyREModel attribute) (REChunkMerger attribute) (RegexMatcherInternal attribute) (RegexMatcherInternalModel attribute) (ReIdentification attribute) (RelationExtractionApproach attribute) (RelationExtractionDLModel attribute), [1], [2] (RelationExtractionModel attribute) (RENerChunksFilter attribute) (Replacer attribute) (Resolution2Chunk attribute) (ResolverMerger attribute) (Router attribute) (SentenceEntityResolverApproach attribute), [1], [2] (SentenceEntityResolverModel attribute), [1], [2] (Text2SQL attribute) (TextMatcherInternal attribute) (TextMatcherInternalModel attribute) (VectorDBPostProcessor attribute) (WindowedSentenceModel attribute) (ZeroShotNerModel attribute), [1], [2] (ZeroShotRelationExtractionModel attribute), [1], [2] outputColumnKey (ChunkConverter attribute) (NerConverterInternal attribute) (SourceTrackingMetadataParams attribute) outputDateFormat (DateNormalizer attribute) outputLogsPath (AssertionDLApproach attribute), [1], [2] (FewShotAssertionClassifierApproach attribute) (FewShotClassifierApproach attribute) (FinanceClassifierDLApproach attribute) (FinanceFewShotClassifierApproach attribute) (FinanceNerApproach attribute) (GenericClassifierApproach attribute) (GenericLogRegClassifierApproach attribute) (GenericSVMClassifierApproach attribute) (LegalClassifierDLApproach attribute) (LegalFewShotClassifierApproach attribute) (LegalNerApproach attribute) (MedicalNerApproach attribute) (RelationExtractionApproach attribute) outputTokenBeginCol (AssertionChunkConverter attribute) outputTokenEndCol (AssertionChunkConverter attribute) overrideExistingCodes (SentenceEntityResolverApproach attribute), [1], [2] overrideExistingLabels (RelationExtractionApproach attribute) overrideExistingTags (FinanceNerApproach attribute) (LegalNerApproach attribute) (MedicalNerApproach attribute)

P

parse_logfile() (assertion_log_parser method) (ner_log_parser method) parse_str_to_dict() (in module sparknlp_jsl.utils.java_helper) password (AnnotationLab attribute) patientIdColumn (DocumentHashCoder attribute) (FinanceDocumentHashCoder attribute) (LegalDocumentHashCoder attribute) patternsAreRegex (InternalDocumentSplitter attribute) patternsResource (EntityRulerInternalApproach attribute) pdfs_to_visualner_to_conll() (in module sparknlp_jsl.utils.visualner_annotations_parser) penalizeNl (MedicalLLM attribute) penaltyPrompt (MedicalLLM attribute) permuteEntities (NerTemplateRenderModel attribute) PipelineOutputParser (class in sparknlp_jsl.pipeline_output_parser) PipelineStage (class in sparknlp_jsl.pipeline_tracer) PipelineTracer (class in sparknlp_jsl.pipeline_tracer) placeHolder (Replacer attribute), [1] placeHolderDelimiters (Replacer attribute), [1] po (FinanceNerApproach attribute) (LegalNerApproach attribute) (MedicalNerApproach attribute) policy (DrugNormalizer attribute) poolingType (MedicalLLM attribute) pos (in module sparknlp_jsl.utils.alab_utils) pos_pipeline_initialized (in module sparknlp_jsl.utils.alab_utils) POSEvaluation (class in sparknlp_jsl.eval) PosologyREModel (class in sparknlp_jsl.annotator.re.relation_extraction) predictionsLimit (NerDisambiguator attribute) (NerDisambiguatorModel attribute) predictionThreshold (GenericREModel attribute) (PosologyREModel attribute) (RelationExtractionDLModel attribute), [1], [2] (RelationExtractionModel attribute) (ZeroShotNerModel attribute), [1], [2] (ZeroShotRelationExtractionModel attribute), [1], [2] prefix (MultiChunk2Doc attribute) prefixAndSuffixMatch (ContextualAssertion attribute) (ContextualParserApproach attribute) (ContextualParserModel attribute) prepare_python_code() (in module sparknlp_jsl.transpiler.builder) prepare_scala_code() (in module sparknlp_jsl.transpiler.python_2_scala) presencePenalty (MedicalLLM attribute) preservePosition (CommonNerConverterInternalParams attribute) (NerConverterInternal attribute) (NerConverterInternalModel attribute) pretrained() (AssertionDLModel static method), [1], [2] (AssertionLogRegModel static method) (BertSentenceChunkEmbeddings static method) (ChunkKeyPhraseExtraction static method) (ChunkMapperModel static method), [1], [2] (ChunkMergeModel static method) (ContextualAssertion static method) (ContextualParserModel static method) (DeIdentificationModel static method), [1], [2] (DocMapperModel static method), [1], [2] (DocumentLogRegClassifierModel static method) (DocumentMLClassifierModel static method) (EntityChunkEmbeddings static method) (EntityRulerInternalModel static method) (FewShotAssertionClassifierModel static method) (FewShotClassifierModel static method) (FinanceBertForSequenceClassification static method) (FinanceBertForTokenClassification static method) (FinanceClassifierDLModel static method) (FinanceDocumentMLClassifierModel static method) (FinanceFewShotClassifierModel static method) (FinanceNerModel static method) (FinanceQuestionAnswering static method) (FinanceSummarizer static method) (FinanceTextGenerator static method) (GenericClassifierModel static method) (GenericLogRegClassifierModel static method) (GenericREModel static method) (GenericSVMClassifierModel static method) (InternalDocumentSplitter static method) (LargeFewShotClassifierModel static method) (LegalBertForSequenceClassification static method) (LegalBertForTokenClassification static method) (LegalClassifierDLModel static method) (LegalDocumentMLClassifierModel static method) (LegalFewShotClassifierModel static method) (LegalNerModel static method) (LegalQuestionAnswering static method) (LegalSummarizer static method) (LegalTextGenerator static method) (LLMLoader method) (MedicalBertForSequenceClassification static method) (MedicalBertForTokenClassifier static method) (MedicalDistilBertForSequenceClassification static method) (MedicalLLM static method) (MedicalNerModel static method) (MedicalQuestionAnswering static method) (MedicalSummarizer static method) (MedicalTextGenerator static method) (NerDisambiguatorModel static method) (NerTemplateRenderModel static method) (PosologyREModel static method) (RegexMatcherInternalModel static method) (RelationExtractionDLModel static method), [1], [2] (RelationExtractionModel static method) (SentenceEntityResolverModel static method), [1], [2] (Text2SQL static method) (TextMatcherInternalModel static method) (ZeroShotNerModel static method), [1], [2] (ZeroShotRelationExtractionModel static method), [1], [2]

pretrained_model (in module sparknlp_jsl.utils.ocr_utils) pretrainedModelPath (FinanceNerApproach attribute) (LegalNerApproach attribute) (MedicalNerApproach attribute) (RelationExtractionApproach attribute) (SentenceEntityResolverApproach attribute), [1], [2] printPipelineSchema() (PipelineTracer method) printProgress() (in module sparknlp_jsl.pretrained) process_python_code() (in module sparknlp_jsl.transpiler.source_loader) profile() (in module sparknlp_jsl.functions) profileESRDV21Y19() (in module sparknlp_jsl.functions) profileRxHCCV05Y20() (in module sparknlp_jsl.functions) profileRxHCCV05Y21() (in module sparknlp_jsl.functions) profileRxHCCV05Y22() (in module sparknlp_jsl.functions) profileRxHCCV05Y23() (in module sparknlp_jsl.functions) profileRxHCCV08Y22() (in module sparknlp_jsl.functions) profileRxHCCV08Y23() (in module sparknlp_jsl.functions) profileV22() (in module sparknlp_jsl.functions) profileV22Y17() (in module sparknlp_jsl.functions) profileV22Y18() (in module sparknlp_jsl.functions) profileV22Y19() (in module sparknlp_jsl.functions) profileV22Y20() (in module sparknlp_jsl.functions) profileV22Y21() (in module sparknlp_jsl.functions) profileV22Y22() (in module sparknlp_jsl.functions) profileV23() (in module sparknlp_jsl.functions) profileV23Y18() (in module sparknlp_jsl.functions) profileV23Y19() (in module sparknlp_jsl.functions) profileV24() (in module sparknlp_jsl.functions) profileV24Y19() (in module sparknlp_jsl.functions) profileV24Y20() (in module sparknlp_jsl.functions) profileV24Y21() (in module sparknlp_jsl.functions) profileV24Y22() (in module sparknlp_jsl.functions) profileV28() (in module sparknlp_jsl.functions) profileV28Y24() (in module sparknlp_jsl.functions) pSplit (MedicalLLM attribute) pub_version() (in module sparknlp_jsl), [1], [2] python_code_failed (in module sparknlp_jsl.transpiler.uploader)

Q

qa (in module sparknlp_jsl.annotator) questionMark (FinanceNerQuestionGenerator attribute) (LegalNerQuestionGenerator attribute) (NerQuestionGenerator attribute) questionPronoun (FinanceNerQuestionGenerator attribute) (LegalNerQuestionGenerator attribute) (NerQuestionGenerator attribute)

questionType (FinanceQuestionAnswering attribute) (LegalQuestionAnswering attribute) (MedicalQuestionAnswering attribute)

R

rag (in module sparknlp_jsl.annotator) randomSeed (FinanceClassifierDLApproach attribute) (FinanceEncoderDecoder attribute) (FinanceNerApproach attribute) (FinanceSummarizer attribute) (LegalClassifierDLApproach attribute) (LegalEncoderDecoder attribute) (LegalNerApproach attribute) (LegalSummarizer attribute) (MedicalEncoderDecoder attribute) (MedicalNerApproach attribute) (MedicalSummarizer attribute) (NerTemplateRenderModel attribute) randomValidationSplitPerEpoch (FinanceNerApproach attribute) (LegalNerApproach attribute) (MedicalNerApproach attribute) rangeDays (DocumentHashCoder attribute) (FinanceDocumentHashCoder attribute) (LegalDocumentHashCoder attribute) re (in module sparknlp_jsl.annotator) read() (AnnotationMerger class method) (AnnotatorApproachInternal class method) (AnnotatorModelInternal class method) (AssertionChunkConverter class method) (AssertionDLApproach class method), [1], [2] (AssertionDLModel class method), [1], [2] (AssertionFilterer class method) (AssertionLogRegApproach class method) (AssertionLogRegModel class method) (AssertionMerger class method) (AverageEmbeddings class method) (BertSentenceChunkEmbeddings class method) (Chunk2Token class method) (ChunkConverter class method) (ChunkFilterer class method) (ChunkFiltererApproach class method) (ChunkKeyPhraseExtraction class method) (ChunkMapperApproach class method), [1], [2] (ChunkMapperFilterer class method) (ChunkMapperModel class method), [1], [2] (ChunkMergeApproach class method) (ChunkMergeModel class method) (ChunkSentenceSplitter class method) (ContextSplitAssembler class method) (ContextualAssertion class method) (ContextualEntityFilterer class method) (ContextualParserApproach class method) (ContextualParserModel class method) (CustomTransformer class method) (DateNormalizer class method) (DeIdentification class method), [1], [2] (DeIdentificationModel class method), [1], [2] (Doc2ChunkInternal class method) (DocMapperApproach class method), [1], [2] (DocMapperModel class method), [1], [2] (DocumentFiltererByClassifier class method) (DocumentFiltererByNER class method) (DocumentHashCoder class method) (DocumentLogRegClassifierApproach class method) (DocumentLogRegClassifierModel class method) (DocumentMLClassifierApproach class method) (DocumentMLClassifierModel class method) (DrugNormalizer class method) (EntityChunkEmbeddings class method) (EntityRulerInternalApproach class method) (EntityRulerInternalModel class method) (ExtractiveSummarization class method) (FeaturesAssembler class method) (FewShotAssertionClassifierApproach class method) (FewShotAssertionClassifierModel class method) (FewShotAssertionSentenceConverter class method) (FewShotClassifierApproach class method) (FewShotClassifierModel class method) (FinanceBertForSequenceClassification class method) (FinanceBertForTokenClassification class method) (FinanceClassifierDLApproach class method) (FinanceClassifierDLModel class method) (FinanceDocumentHashCoder class method) (FinanceDocumentMLClassifierApproach class method) (FinanceDocumentMLClassifierModel class method) (FinanceEncoderDecoder class method) (FinanceFewShotClassifierApproach class method) (FinanceFewShotClassifierModel class method) (FinanceNerApproach class method) (FinanceNerModel class method) (FinanceNerQuestionGenerator class method) (FinanceQuestionAnswering class method) (FinanceSummarizer class method) (FinanceTextGenerator class method) (Flattener class method) (GenericClassifierApproach class method) (GenericClassifierModel class method) (GenericLogRegClassifierApproach class method) (GenericLogRegClassifierModel class method) (GenericREModel class method) (GenericSVMClassifierApproach class method) (GenericSVMClassifierModel class method) (InternalDocumentSplitter class method) (IOBTagger class method) (LargeFewShotClassifierModel class method) (LegalBertForSequenceClassification class method) (LegalBertForTokenClassification class method) (LegalClassifierDLApproach class method) (LegalClassifierDLModel class method) (LegalDocumentHashCoder class method) (LegalDocumentMLClassifierApproach class method) (LegalDocumentMLClassifierModel class method) (LegalEncoderDecoder class method) (LegalFewShotClassifierApproach class method) (LegalFewShotClassifierModel class method) (LegalNerApproach class method) (LegalNerModel class method) (LegalNerQuestionGenerator class method) (LegalQuestionAnswering class method) (LegalSummarizer class method) (LegalTextGenerator class method) (LightDeIdentification class method) (Mapper2Chunk class method) (MedicalBertForSequenceClassification class method) (MedicalBertForTokenClassifier class method) (MedicalDistilBertForSequenceClassification class method) (MedicalEncoderDecoder class method) (MedicalLLM class method) (MedicalNerApproach class method) (MedicalNerModel class method) (MedicalQuestionAnswering class method) (MedicalSummarizer class method) (MedicalTextGenerator class method) (MultiChunk2Doc class method) (NameChunkObfuscator class method) (NameChunkObfuscatorApproach class method) (NerChunker class method) (NerConverterInternal class method) (NerConverterInternalModel class method) (NerDisambiguator class method) (NerDisambiguatorModel class method) (NerQuestionGenerator class method) (NerTemplateRenderModel class method) (PosologyREModel class method) (REChunkMerger class method) (RegexMatcherInternal class method) (RegexMatcherInternalModel class method) (ReIdentification class method) (RelationExtractionApproach class method) (RelationExtractionDLModel class method), [1], [2] (RelationExtractionModel class method) (RENerChunksFilter class method) (Replacer class method) (Resolution2Chunk class method) (ResolverMerger class method) (Router class method) (SentenceEntityResolverApproach class method), [1], [2] (SentenceEntityResolverModel class method), [1], [2] (Text2SQL class method) (TextMatcherInternal class method) (TextMatcherInternalModel class method) (TFGraphBuilder class method) (TFGraphBuilderModel class method) (VectorDBPostProcessor class method) (WindowedSentenceModel class method) (ZeroShotNerModel class method), [1], [2] (ZeroShotRelationExtractionModel class method), [1], [2]

read_conll() (in module sparknlp_jsl.utils.alab_utils) readDataset() (AnnotationToolJsonReader method) readDatasetTaskNer() (CantemistReader method) readDatasetTaskX() (CodiEspReader method) REChunkMerger (class in sparknlp_jsl.annotator.merge.re_chunk_merger) REDatasetHelper (class in sparknlp_jsl.training) refFileFormat (DeIdentification attribute), [1], [2] (NameChunkObfuscatorApproach attribute) refineChunkSize (FinanceEncoderDecoder attribute) (FinanceSummarizer attribute) (LegalEncoderDecoder attribute) (LegalSummarizer attribute) (MedicalEncoderDecoder attribute) (MedicalSummarizer attribute) refineMaxAttempts (FinanceEncoderDecoder attribute) (FinanceSummarizer attribute) (LegalEncoderDecoder attribute) (LegalSummarizer attribute) (MedicalEncoderDecoder attribute) (MedicalSummarizer attribute) refineSummary (FinanceEncoderDecoder attribute) (FinanceSummarizer attribute) (LegalEncoderDecoder attribute) (LegalSummarizer attribute) (MedicalEncoderDecoder attribute) (MedicalSummarizer attribute) refineSummaryTargetLength (FinanceEncoderDecoder attribute) (FinanceSummarizer attribute) (LegalEncoderDecoder attribute) (LegalSummarizer attribute) (MedicalEncoderDecoder attribute) (MedicalSummarizer attribute) refSep (DeIdentification attribute), [1], [2] (NameChunkObfuscatorApproach attribute) regex (AssertionFilterer attribute) (ChunkFilterer attribute) (ChunkFiltererApproach attribute) (ChunkMergeApproach attribute) (ChunkMergeModel attribute) (CommonNerConverterInternalParams attribute) (FilteringParams attribute) (in module sparknlp_jsl.annotator) (NerConverterInternal attribute) (NerConverterInternalModel attribute) regex_tokenizer (in module sparknlp_jsl.utils.alab_utils) regexEntities (DeIdentificationModel attribute), [1], [2] RegexMatcherInternal (class in sparknlp_jsl.annotator.regex.regex_matcher) RegexMatcherInternalModel (class in sparknlp_jsl.annotator.regex.regex_matcher) regexOverride (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) regexParsers (NerChunker attribute) regexPatternsDictionary (DeIdentification attribute), [1], [2] regexPatternsDictionaryAsJsonString (DeIdentification attribute), [1], [2] region (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) (Deidentifier attribute) (LightDeIdentification attribute) regParam (AssertionLogRegApproach attribute) regular_tokenizer (in module sparknlp_jsl.utils.alab_utils) ReIdentification (class in sparknlp_jsl.annotator.deid.reIdentification) rel (ChunkMapperApproach attribute), [1], [2] (ChunkMapperModel attribute), [1], [2] (CommonChunkMapperParams attribute) (DocMapperApproach attribute), [1], [2] (DocMapperModel attribute), [1], [2] RelationalCategories() (in module sparknlp_jsl.internal) relationDirectionCol (RelationExtractionApproach attribute) RelationExtractionApproach (class in sparknlp_jsl.annotator.re.relation_extraction) RelationExtractionDLModel (class in sparknlp_jsl.annotator.re.relation_extraction_dl) (class in sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl) (class in sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl) RelationExtractionModel (class in sparknlp_jsl.annotator.re.relation_extraction) relationPairs (GenericREModel attribute) (PosologyREModel attribute) (RelationExtractionModel attribute) (RENerChunksFilter attribute) relationPairsCaseSensitive (GenericREModel attribute) (PosologyREModel attribute) (RelationExtractionDLModel attribute), [1], [2] (RelationExtractionModel attribute) (RENerChunksFilter attribute) rels (ChunkMapperApproach attribute), [1], [2] (ChunkMapperModel attribute), [1], [2] (CommonChunkMapperParams attribute) (DocMapperApproach attribute), [1], [2] (DocMapperModel attribute), [1], [2] remove_blank_lines() (in module sparknlp_jsl.transpiler.python_2_scala) RENerChunksFilter (class in sparknlp_jsl.annotator.re.relation_ner_chunk_filter) repeatLastN (MedicalLLM attribute) repeatPenalty (MedicalLLM attribute) replaceDictResource (ChunkMergeApproach attribute) (MergeResourceParams attribute) (NerConverterInternal attribute) replaceLabels (NerConverterInternal attribute) Replacer (class in sparknlp_jsl.annotator.deid.replacer) resampleEntities (NerTemplateRenderModel attribute) resetSentenceIndices (ChunkConverter attribute) (ChunkMergeApproach attribute) (NerConverterInternal attribute) (ResetSentenceIndicesParam attribute) (SourceTrackingMetadataParams attribute) ResetSentenceIndicesParam (class in sparknlp_jsl.annotator.params.reset_sentence_indices_param) resolution (in module sparknlp_jsl.annotator) Resolution2Chunk (class in sparknlp_jsl.annotator.resolution2_chunk) ResolverMerger (class in sparknlp_jsl.annotator.resolution.resolver_merger) restore_sensitive_values() (in module sparknlp_jsl.transpiler.python_2_scala) results_list (in module sparknlp_jsl.transpiler.uploader) returnCosineDistances (SentenceEntityResolverApproach attribute), [1], [2] (SentenceEntityResolverModel attribute), [1], [2] returnCriteria (ChunkMapperFilterer attribute) returnEntityMappings (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) (Replacer attribute), [1] returnPrivateModels() (InternalResourceDownloader static method) returnPrivatePipelines() (InternalResourceDownloader static method) returnResolvedTextEmbeddings (SentenceEntityResolverApproach attribute), [1], [2] (SentenceResolverParams attribute) returnSingleDocument (ExtractiveSummarization attribute) review_annotations() (AnnotationLab method) RiskAdjustmentUtil (class in sparknlp_jsl.utils.risk_adjustment_utils) ropeFreqBase (MedicalLLM attribute) ropeFreqScale (MedicalLLM attribute) ropeScalingType (MedicalLLM attribute) Router (class in sparknlp_jsl.annotator.router) rules (RegexMatcherInternal attribute) ruleScope (ContextualEntityFilterer attribute) run() (PipelineOutputParser method) run_converter() (in module sparknlp_jsl.transpiler.converter) run_transpiler() (in module sparknlp_jsl.transpiler.python_2_scala) RunTranspiledCode (class in sparknlp_jsl.utils.run_transpiled_code)

S

s3KnowledgeBaseName (NerDisambiguator attribute) sameEntityThreshold (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) sameLength (NameChunkObfuscator attribute) (NameChunkObfuscatorApproach attribute) sameLengthFormattedEntities (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) (LightDeIdentification attribute) samplers (MedicalLLM attribute) save() (AnnotationMerger method) (AnnotatorApproachInternal method) (AnnotatorModelInternal method) (AssertionChunkConverter method) (AssertionDLApproach method), [1], [2] (AssertionDLModel method), [1], [2] (AssertionFilterer method) (AssertionLogRegApproach method) (AssertionLogRegModel method) (AssertionMerger method) (AverageEmbeddings method) (BertSentenceChunkEmbeddings method) (Chunk2Token method) (ChunkConverter method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkKeyPhraseExtraction method) (ChunkMapperApproach method), [1], [2] (ChunkMapperFilterer method) (ChunkMapperModel method), [1], [2] (ChunkMergeApproach method) (ChunkMergeModel method) (ChunkSentenceSplitter method) (ContextSplitAssembler method) (ContextualAssertion method) (ContextualEntityFilterer method) (ContextualParserApproach method) (ContextualParserModel method) (CustomTransformer method) (DateNormalizer method) (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (Doc2ChunkInternal method) (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (DocumentHashCoder method) (DocumentLogRegClassifierApproach method) (DocumentLogRegClassifierModel method) (DocumentMLClassifierApproach method) (DocumentMLClassifierModel method) (DrugNormalizer method) (EntityChunkEmbeddings method) (EntityRulerInternalApproach method) (EntityRulerInternalModel method) (ExtractiveSummarization method) (FeaturesAssembler method) (FewShotAssertionClassifierApproach method) (FewShotAssertionClassifierModel method) (FewShotAssertionSentenceConverter method) (FewShotClassifierApproach method) (FewShotClassifierModel method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (FinanceClassifierDLApproach method) (FinanceClassifierDLModel method) (FinanceDocumentHashCoder method) (FinanceDocumentMLClassifierApproach method) (FinanceDocumentMLClassifierModel method) (FinanceEncoderDecoder method) (FinanceFewShotClassifierApproach method) (FinanceFewShotClassifierModel method) (FinanceNerApproach method) (FinanceNerModel method) (FinanceNerQuestionGenerator method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (Flattener method) (GenericClassifierApproach method) (GenericClassifierModel method) (GenericLogRegClassifierApproach method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierApproach method) (GenericSVMClassifierModel method) (InternalDocumentSplitter method) (IOBTagger method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (LegalClassifierDLApproach method) (LegalClassifierDLModel method) (LegalDocumentHashCoder method) (LegalDocumentMLClassifierApproach method) (LegalDocumentMLClassifierModel method) (LegalEncoderDecoder method) (LegalFewShotClassifierApproach method) (LegalFewShotClassifierModel method) (LegalNerApproach method) (LegalNerModel method) (LegalNerQuestionGenerator method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (LightDeIdentification method) (Mapper2Chunk method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MedicalEncoderDecoder method) (MedicalLLM method) (MedicalNerApproach method) (MedicalNerModel method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (MultiChunk2Doc method) (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) (NerChunker method) (NerConverterInternal method) (NerConverterInternalModel method) (NerDisambiguator method) (NerDisambiguatorModel method) (NerQuestionGenerator method) (NerTemplateRenderModel method) (PosologyREModel method) (REChunkMerger method) (RegexMatcherInternal method) (RegexMatcherInternalModel method) (ReIdentification method) (RelationExtractionApproach method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (RENerChunksFilter method) (Replacer method) (Resolution2Chunk method) (ResolverMerger method) (Router method) (SentenceEntityResolverApproach method), [1], [2] (SentenceEntityResolverModel method), [1], [2] (Text2SQL method) (TextMatcherInternal method) (TextMatcherInternalModel method) (TFGraphBuilder method) (TFGraphBuilderModel method) (VectorDBPostProcessor method) (WindowedSentenceModel method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2] saveStorage() (EntityRulerInternalModel method) sc (AnnotationToolJsonReader attribute) (CantemistReader attribute) (CodiEspReader attribute) (NerCrfEvaluation attribute) (NerDLEvaluation attribute) (NerDLMetrics attribute) (NorvigSpellEvaluation attribute) (POSEvaluation attribute) (SymSpellEvaluation attribute) (SynonymAugmentationUMLS attribute) scala_code_works (in module sparknlp_jsl.transpiler.uploader) scala_generated (in module sparknlp_jsl.transpiler.uploader) scheme (IOBTagger attribute) scopeWindow (AssertionDLApproach attribute), [1], [2] (AssertionDLModel attribute), [1], [2] (ContextualAssertion attribute) (FewShotAssertionSentenceConverter attribute) (GenericREModel attribute) (PosologyREModel attribute) (RelationExtractionApproach attribute) (RelationExtractionModel attribute) scopeWindowDelimiters (ContextualAssertion attribute) searchTree (SentenceEntityResolverModel attribute), [1], [2] searchTrie (TextMatcherInternalModel attribute) seed (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) (DocumentHashCoder attribute) (FinanceDocumentHashCoder attribute) (LegalDocumentHashCoder attribute) (LightDeIdentification attribute) (MedicalLLM attribute) (NameChunkObfuscator attribute) (NameChunkObfuscatorApproach attribute) selectionStrategy (AssertionMerger attribute) (ChunkMergeApproach attribute) (ChunkMergeModel attribute) (MergePrioritizationParams attribute) selectiveObfuscationModesPath (DeIdentification attribute), [1], [2] selectMostDifferent (ChunkKeyPhraseExtraction attribute) SELECTOR (InternalAnnotatorType attribute) sentence (Deidentifier attribute) sentence_detector (in module sparknlp_jsl.utils.alab_utils) sentenceAwareness (InternalDocumentSplitter attribute) SentenceEntityResolverApproach (class in sparknlp_jsl.annotator.resolution.sentence_entity_resolver) (class in sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver) (class in sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver) SentenceEntityResolverModel (class in sparknlp_jsl.annotator.resolution.sentence_entity_resolver) (class in sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver) (class in sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver) sentenceMatch (EntityRulerInternalApproach attribute) SentenceResolverParams (class in sparknlp_jsl.annotator.resolution.sentence_entity_resolver) sentenceTokenIndex (FinanceNerApproach attribute) (FinanceNerModel attribute) (LegalNerApproach attribute) (LegalNerModel attribute) (MedicalNerApproach attribute) (MedicalNerModel attribute) separator (Deidentifier attribute) (MultiChunk2Doc attribute) (REChunkMerger attribute) seq2seq (in module sparknlp_jsl.annotator) set() (AnnotationMerger method) (AnnotatorApproachInternal method) (AnnotatorModelInternal method) (AnnotatorPropertiesInternal method) (AssertionChunkConverter method) (AssertionDLApproach method), [1], [2] (AssertionDLModel method), [1], [2] (AssertionFilterer method) (AssertionLogRegApproach method) (AssertionLogRegModel method) (AssertionMerger method) (AverageEmbeddings method) (BertSentenceChunkEmbeddings method) (Chunk2Token method) (ChunkConverter method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkKeyPhraseExtraction method) (ChunkMapperApproach method), [1], [2] (ChunkMapperFilterer method) (ChunkMapperModel method), [1], [2] (ChunkMergeApproach method) (ChunkMergeModel method) (ChunkSentenceSplitter method) (ContextSplitAssembler method) (ContextualAssertion method) (ContextualEntityFilterer method) (ContextualParserApproach method) (ContextualParserModel method) (CustomTransformer method) (DateNormalizer method) (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (Doc2ChunkInternal method) (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (DocumentHashCoder method) (DocumentLogRegClassifierApproach method) (DocumentLogRegClassifierModel method) (DocumentMLClassifierApproach method) (DocumentMLClassifierModel method) (DrugNormalizer method) (EntityChunkEmbeddings method) (EntityRulerInternalApproach method) (EntityRulerInternalModel method) (ExtractiveSummarization method) (FeaturesAssembler method) (FewShotAssertionClassifierApproach method) (FewShotAssertionClassifierModel method) (FewShotAssertionSentenceConverter method) (FewShotClassifierApproach method) (FewShotClassifierModel method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (FinanceClassifierDLApproach method) (FinanceClassifierDLModel method) (FinanceDocumentHashCoder method) (FinanceDocumentMLClassifierApproach method) (FinanceDocumentMLClassifierModel method) (FinanceEncoderDecoder method) (FinanceFewShotClassifierApproach method) (FinanceFewShotClassifierModel method) (FinanceNerApproach method) (FinanceNerModel method) (FinanceNerQuestionGenerator method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (Flattener method) (GenericClassifierApproach method) (GenericClassifierModel method) (GenericLogRegClassifierApproach method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierApproach method) (GenericSVMClassifierModel method) (InternalDocumentSplitter method) (IOBTagger method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (LegalClassifierDLApproach method) (LegalClassifierDLModel method) (LegalDocumentHashCoder method) (LegalDocumentMLClassifierApproach method) (LegalDocumentMLClassifierModel method) (LegalEncoderDecoder method) (LegalFewShotClassifierApproach method) (LegalFewShotClassifierModel method) (LegalNerApproach method) (LegalNerModel method) (LegalNerQuestionGenerator method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (LightDeIdentification method) (LLMLoader method) (Mapper2Chunk method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MedicalEncoderDecoder method) (MedicalLLM method) (MedicalNerApproach method) (MedicalNerModel method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (MultiChunk2Doc method) (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) (NerChunker method) (NerConverterInternal method) (NerConverterInternalModel method) (NerDisambiguator method) (NerDisambiguatorModel method) (NerQuestionGenerator method) (NerTemplateRenderModel method) (PosologyREModel method) (REChunkMerger method) (RegexMatcherInternal method) (RegexMatcherInternalModel method) (ReIdentification method) (RelationExtractionApproach method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (RENerChunksFilter method) (Replacer method) (Resolution2Chunk method) (ResolverMerger method) (Router method) (SentenceEntityResolverApproach method), [1], [2] (SentenceEntityResolverModel method), [1], [2] (Text2SQL method) (TextMatcherInternal method) (TextMatcherInternalModel method) (TFGraphBuilder method) (TFGraphBuilderModel method) (VectorDBPostProcessor method) (WindowedSentenceModel method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2] set_credentials() (AnnotationLab method) set_project_config() (AnnotationLab method) setAdditionalTokens() (FinanceTextGenerator method) (LegalTextGenerator method) (MedicalTextGenerator method) (Text2SQL method) setAfter() (AssertionLogRegApproach method) setAgeGroups() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) setAgeRanges() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) (LightDeIdentification method) setAgeRangesByHipaa() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) setAllowList() (CommonNerConverterInternalParams method) (NerConverterInternal method) (NerConverterInternalModel method) setAllowMultiTokenChunk() (ChunkMapperApproach method), [1], [2] (ChunkMapperModel method), [1], [2] (CommonChunkMapperParams method) (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] setAllowZeroContentAfterFiltering() (VectorDBPostProcessor method) setAllPossibleFieldsToStandardize() (ChunkConverter method) (NerConverterInternal method) (SourceTrackingMetadataParams method) setAlphabetResource() (EntityRulerInternalApproach method) setAnchorDateDay() (DateNormalizer method) setAnchorDateMonth() (DateNormalizer method) setAnchorDateYear() (DateNormalizer method) setApplyFilterBeforeMerge() (AssertionMerger method) setAssertion() (ContextualAssertion method) setAssertionsConfidence() (AssertionMerger method) setAssertionSourcePrecedence() (AssertionMerger method) setAuxLabelCol() (SentenceEntityResolverApproach method), [1], [2] setBatchNorm() (TFGraphBuilder method) setBatchSize() (AssertionDLApproach method), [1], [2] (BertSentenceChunkEmbeddings method) (ChunkKeyPhraseExtraction method) (EntityChunkEmbeddings method) (FewShotAssertionClassifierApproach method) (FewShotClassifierApproach method) (FinanceClassifierDLApproach method) (FinanceEncoderDecoder method) (FinanceFewShotClassifierApproach method) (FinanceNerApproach method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (GenericClassifierApproach method) (GenericLogRegClassifierApproach method) (GenericSVMClassifierApproach method) (LegalClassifierDLApproach method) (LegalEncoderDecoder method) (LegalFewShotClassifierApproach method) (LegalNerApproach method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (MedicalEncoderDecoder method) (MedicalLLM method) (MedicalNerApproach method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (RelationExtractionApproach method) (RelationExtractionDLModel method), [1], [2] (Text2SQL method) (ZeroShotNerModel method), [1], [2] setBefore() (AssertionLogRegApproach method) setBlackList() (AssertionFilterer method) (AssertionMerger method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkMergeApproach method) (ChunkMergeModel method) (CommonNerConverterInternalParams method) (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (FilteringParams method) (MultiChunk2Doc method) (NerConverterInternal method) (NerConverterInternalModel method) (WhiteBlackListParams method) setBlackListEntities() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) setBuildFromTokens() (TextMatcherInternal method) (TextMatcherInternalModel method) setCachePrompt() (LLMLoader method) (MedicalLLM method) setCaseSensitive() (AssertionFilterer method) (AssertionMerger method) (BertSentenceChunkEmbeddings method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkKeyPhraseExtraction method) (ChunkMergeApproach method) (ChunkMergeModel method) (CommonNerConverterInternalParams method) (ContextualAssertion method) (ContextualEntityFilterer method) (ContextualParserApproach method) (ContextualParserModel method) (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (EntityChunkEmbeddings method) (EntityRulerInternalApproach method) (EntityRulerInternalModel method) (FilteringParams method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (InternalDocumentSplitter method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MultiChunk2Doc method) (NerConverterInternal method) (NerConverterInternalModel method) (RelationExtractionDLModel method), [1], [2] (SentenceEntityResolverApproach method), [1], [2] (SentenceResolverParams method) (TextMatcherInternal method) (VectorDBPostProcessor method) (WhiteBlackListParams method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2] setChatTemplate() (MedicalLLM method) setChunkBeginCol() (AssertionChunkConverter method) setChunkCol() (Doc2ChunkInternal method) setChunkEndCol() (AssertionChunkConverter method) setChunkOverlap() (InternalDocumentSplitter method) setChunkPrecedence() (ChunkMergeApproach method) (ChunkMergeModel method) (MergePrioritizationParams method) setChunkPrecedenceValuePrioritization() (ChunkMergeApproach method) (ChunkMergeModel method) (MergePrioritizationParams method) setChunkSize() (InternalDocumentSplitter method) setChunkTextCol() (AssertionChunkConverter method) setChunkWeight() (BertSentenceChunkEmbeddings method) setClassificationModel() (DocumentLogRegClassifierModel method) (DocumentMLClassifierModel method) (FinanceDocumentMLClassifierModel method) (LegalDocumentMLClassifierModel method) setClassificationModelClass() (DocumentMLClassifierApproach method) (FinanceDocumentMLClassifierApproach method) (LegalDocumentMLClassifierApproach method) setClassificationModelPath() (DocumentLogRegClassifierApproach method) (DocumentMLClassifierApproach method) (FinanceDocumentMLClassifierApproach method) (LegalDocumentMLClassifierApproach method) setCleanAnnotations() (Flattener method) setCoalesceSentences() (FinanceBertForSequenceClassification method) (LegalBertForSequenceClassification method) (MedicalBertForSequenceClassification method) (MedicalDistilBertForSequenceClassification method) (ZeroShotRelationExtractionModel method), [1], [2] setCombineEntities() (NerTemplateRenderModel method) setCombineRegexPatterns() (DeIdentification method), [1], [2] setCompleteContextMatch() (ContextualParserApproach method) setConcatenateSentences() (ChunkKeyPhraseExtraction method) setConfidenceCalculationDirection() (ContextualAssertion method) setConfidenceFunction() (SentenceEntityResolverApproach method), [1], [2] (SentenceResolverParams method) setConfigProtoBytes() (AssertionDLApproach method), [1], [2] (AssertionDLModel method), [1], [2] (BertSentenceChunkEmbeddings method) (ChunkKeyPhraseExtraction method) (EntityChunkEmbeddings method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (FinanceClassifierDLApproach method) (FinanceClassifierDLModel method) (FinanceEncoderDecoder method) (FinanceNerApproach method) (FinanceNerModel method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (LegalClassifierDLApproach method) (LegalClassifierDLModel method) (LegalEncoderDecoder method) (LegalNerApproach method) (LegalNerModel method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MedicalEncoderDecoder method) (MedicalNerApproach method) (MedicalNerModel method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (Text2SQL method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2] setConsistentObfuscation() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) setCriteria() (AssertionFilterer method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkMergeApproach method) (ChunkMergeModel method) (CommonNerConverterInternalParams method) (FilteringParams method) (NerConverterInternal method) (NerConverterInternalModel method) setCustomBoundsStrategy() (InternalDocumentSplitter method) setCustomFakers() (LightDeIdentification method) setCustomLabels() (GenericREModel method) (PosologyREModel method) (RelationExtractionApproach method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) setCustomPrompt() (FinanceQuestionAnswering method) (FinanceTextGenerator method) (LegalQuestionAnswering method) (LegalTextGenerator method) (MedicalQuestionAnswering method) (MedicalTextGenerator method) (Text2SQL method) setDatasetInfo() (AssertionDLApproach method), [1], [2] (AssertionDLModel method), [1], [2] (FewShotAssertionClassifierApproach method) (FewShotAssertionClassifierModel method) (FewShotClassifierApproach method) (FewShotClassifierModel method) (FinanceFewShotClassifierApproach method) (FinanceFewShotClassifierModel method) (FinanceNerApproach method) (FinanceNerModel method) (GenericClassifierApproach method) (GenericClassifierModel method) (GenericLogRegClassifierApproach method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierApproach method) (GenericSVMClassifierModel method) (LegalFewShotClassifierApproach method) (LegalFewShotClassifierModel method) (LegalNerApproach method) (LegalNerModel method) (MedicalNerApproach method) (MedicalNerModel method) (PosologyREModel method) (RelationExtractionApproach method) (RelationExtractionModel method) (SentenceEntityResolverApproach method), [1], [2] (SentenceResolverParams method) setDateEntities() (LightDeIdentification method) setDateFormats() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) (LightDeIdentification method) setDateShiftColumn() (DocumentHashCoder method) (FinanceDocumentHashCoder method) (LegalDocumentHashCoder method) setDateTag() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) setDateToYear() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) setDays() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) (LightDeIdentification method) setDefaultConfidence() (AssertionMerger method) (ChunkMergeApproach method) (ChunkMergeModel method) (MergePrioritizationParams method) setDefaultEntity() (ChunkSentenceSplitter method) setDefaultReplacementDay() (DateNormalizer method) setDefaultReplacementMonth() (DateNormalizer method) setDefaultReplacementYear() (DateNormalizer method) setDefragmentationThreshold() (MedicalLLM method) setDelimiter() (RegexMatcherInternal method) (TextMatcherInternal method) (TextMatcherInternalModel method) setDenyList() (AssertionFilterer method) (AssertionMerger method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkMergeApproach method) (ChunkMergeModel method) (CommonNerConverterInternalParams method) (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (FilteringParams method) (MultiChunk2Doc method) (NerConverterInternal method) (NerConverterInternalModel method) (WhiteBlackListParams method) setDictionary() (ChunkMapperApproach method), [1], [2] (ContextualParserApproach method) (DocMapperApproach method), [1], [2] setDimension() (BertSentenceChunkEmbeddings method) (ChunkKeyPhraseExtraction method) (EntityChunkEmbeddings method) (SentenceEntityResolverModel method), [1], [2] setDirectionSensitive() (GenericREModel method) (PosologyREModel method) (RelationExtractionApproach method) (RelationExtractionModel method) (RENerChunksFilter method) setDisableTokenIds() (MedicalLLM method) setDistanceFunction() (SentenceEntityResolverApproach method), [1], [2] (SentenceResolverParams method) setDivergence() (ChunkKeyPhraseExtraction method) setDiversityThreshold() (VectorDBPostProcessor method) setDocLevelRelations() (RENerChunksFilter method) setDocumentLevelProcessing() (ChunkKeyPhraseExtraction method) setDoExceptionHandling() (AssertionDLApproach method), [1], [2] (ChunkFiltererApproach method) (ChunkMapperApproach method), [1], [2] (ChunkMapperModel method), [1], [2] (ChunkMergeApproach method) (CommonChunkMapperParams method) (CommonNerConverterInternalParams method) (ContextualAssertion method) (ContextualEntityFilterer method) (ContextualParserApproach method) (ContextualParserModel method) (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] (FewShotAssertionClassifierApproach method) (FewShotAssertionClassifierModel method) (FewShotClassifierApproach method) (FewShotClassifierModel method) (FinanceFewShotClassifierApproach method) (FinanceFewShotClassifierModel method) (FinanceNerApproach method) (GenericClassifierApproach method) (GenericClassifierModel method) (GenericLogRegClassifierApproach method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierApproach method) (GenericSVMClassifierModel method) (HandleExceptionParams method) (LegalFewShotClassifierApproach method) (LegalFewShotClassifierModel method) (LegalNerApproach method) (MedicalNerApproach method) (NerConverterInternal method) (NerConverterInternalModel method) (PosologyREModel method) (RelationExtractionApproach method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (SentenceEntityResolverApproach method), [1], [2] (SentenceResolverParams method) setDoSample() (BeamSearchParams method) (FinanceEncoderDecoder method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (LegalEncoderDecoder method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (MedicalEncoderDecoder method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (Text2SQL method) setDropCodesList() (SentenceEntityResolverApproach method), [1], [2] setDropout() (AssertionDLApproach method), [1], [2] (FewShotAssertionClassifierApproach method) (FewShotClassifierApproach method) (FinanceClassifierDLApproach method) (FinanceFewShotClassifierApproach method) (FinanceNerApproach method) (GenericClassifierApproach method) (GenericLogRegClassifierApproach method) (GenericSVMClassifierApproach method) (LegalClassifierDLApproach method) (LegalFewShotClassifierApproach method) (LegalNerApproach method) (MedicalNerApproach method) (RelationExtractionApproach method) setDropPunctuation() (ChunkKeyPhraseExtraction method) setDynamicTemperatureExponent() (LLMLoader method) (MedicalLLM method) setDynamicTemperatureRange() (LLMLoader method) (MedicalLLM method) setEarlyStoppingCriterion() (FinanceNerApproach method) (LegalNerApproach method) (MedicalNerApproach method) setEarlyStoppingPatience() (FinanceNerApproach method) (LegalNerApproach method) (MedicalNerApproach method) setEmbedding() (MedicalLLM method) setEmbeddingType() (NerDisambiguator method) (NerDisambiguatorModel method) setEnableCharFingerprintMatching() (ChunkMapperApproach method), [1], [2] (ChunkMapperFuzzyMatchingParams method) (DocMapperApproach method), [1], [2] setEnableFuzzyMatching() (ChunkMapperApproach method), [1], [2] (ChunkMapperFuzzyMatchingParams method) (DocMapperApproach method), [1], [2] setEnableInMemoryStorage() (EntityRulerInternalApproach method) setEnableMemoryOptimizer() (FinanceNerApproach method) (LegalNerApproach method) (MedicalNerApproach method) setEnableOutputLogs() (AssertionDLApproach method), [1], [2] (FinanceClassifierDLApproach method) (FinanceNerApproach method) (LegalClassifierDLApproach method) (LegalNerApproach method) (MedicalNerApproach method) setEnableSentenceIncrement() (InternalDocumentSplitter method) setEnableTokenFingerprintMatching() (ChunkMapperApproach method), [1], [2] (ChunkMapperFuzzyMatchingParams method) (DocMapperApproach method), [1], [2] setEndCol() (AssertionDLApproach method), [1], [2] (AssertionLogRegApproach method) setEnet() (AssertionLogRegApproach method) setEntities() (FinanceNerApproach method) (LegalNerApproach method) (MedicalNerApproach method) (TextMatcherInternal method) setEntities1() (FinanceNerQuestionGenerator method) (LegalNerQuestionGenerator method) (NerQuestionGenerator method) setEntities2() (FinanceNerQuestionGenerator method) (LegalNerQuestionGenerator method) (NerQuestionGenerator method) setEntitiesConfidence() (ChunkFilterer method) (ChunkMergeApproach method) setEntitiesConfidenceResource() (ChunkFiltererApproach method) (ChunkMergeApproach method) (MergeResourceParams method) setEntitiesConfidenceResourceAsJsonString() (ChunkFiltererApproach method) setEntityAssertion() (AssertionDLModel method), [1], [2] setEntityAssertionCaseSensitive() (AssertionDLModel method), [1], [2] setEntityCasingModes() (DeIdentification method), [1], [2] setEntityDefinitions() (ZeroShotNerModel method), [1], [2] setEntityScopes() (NerTemplateRenderModel method) setEntityValue() (TextMatcherInternal method) (TextMatcherInternalModel method) setEntityWeights() (EntityChunkEmbeddings method) setEpochs() (AssertionDLApproach method), [1], [2] setEpochsNumber() (FewShotAssertionClassifierApproach method) (FewShotClassifierApproach method) (FinanceFewShotClassifierApproach method) (GenericClassifierApproach method) (GenericLogRegClassifierApproach method) (GenericSVMClassifierApproach method) (LegalFewShotClassifierApproach method) (RelationExtractionApproach method) setEvaluationLogExtended() (FinanceClassifierDLApproach method) (FinanceNerApproach method) (LegalClassifierDLApproach method) (LegalNerApproach method) (MedicalNerApproach method) setExceptionKeywords() (ContextualAssertion method) setExceptionRegexPatterns() (ContextualAssertion method) setExplodeSelectedFields() (Flattener method) setExplodeSplits() (ContextSplitAssembler method) (InternalDocumentSplitter method) setExternalRules() (RegexMatcherInternal method) setExtractCosineDistances() (SentenceEntityResolverApproach method), [1], [2] setFailOnMissing() (Doc2ChunkInternal method) setFalsePositives() (MergeFeatureParams method) setFalsePositivesResource() (ChunkMergeApproach method) (MergeResourceParams method) setFeatureScaling() (FewShotAssertionClassifierApproach method) (FewShotAssertionClassifierModel method) (FewShotClassifierApproach method) (FewShotClassifierModel method) (FinanceFewShotClassifierApproach method) (FinanceFewShotClassifierModel method) (GenericClassifierApproach method) (GenericClassifierModel method) (GenericLogRegClassifierApproach method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierApproach method) (GenericSVMClassifierModel method) (LegalFewShotClassifierApproach method) (LegalFewShotClassifierModel method) (PosologyREModel method) (RelationExtractionApproach method) (RelationExtractionModel method) setFilterBy() (VectorDBPostProcessor method) setFilterByTokenDistance() (GenericREModel method) (PosologyREModel method) (RelationExtractionApproach method) (RelationExtractionModel method) (RENerChunksFilter method) setFilterEntity() (ChunkFilterer method) (ChunkFiltererApproach method) setFilterFieldsElements() (Router method) setFilterNoneValues() (Mapper2Chunk method) setFilterValue() (AssertionFilterer method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkMergeApproach method) (ChunkMergeModel method) (CommonNerConverterInternalParams method) (FilteringParams method) (NerConverterInternal method) (NerConverterInternalModel method) setFitIntercept() (DocumentLogRegClassifierApproach method) (DocumentMLClassifierApproach method) (FinanceDocumentMLClassifierApproach method) (LegalDocumentMLClassifierApproach method) setFixedMaskLength() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) (LightDeIdentification method) setFixImbalance() (FewShotAssertionClassifierApproach method) (FewShotClassifierApproach method) (FinanceFewShotClassifierApproach method) (GenericClassifierApproach method) (GenericLogRegClassifierApproach method) (GenericSVMClassifierApproach method) (LegalFewShotClassifierApproach method) (RelationExtractionApproach method) setFlashAttention() (MedicalLLM method) setFlattenExplodedColumns() (Flattener method) setForceInputTypeValidation() (AnnotationMerger method) (AnnotatorApproachInternal method) (AnnotatorModelInternal method) (AnnotatorPropertiesInternal method) (AssertionDLApproach method), [1], [2] (AssertionDLModel method), [1], [2] (AssertionFilterer method) (AssertionLogRegApproach method) (AssertionLogRegModel method) (AssertionMerger method) (AverageEmbeddings method) (Chunk2Token method) (ChunkConverter method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkMapperApproach method), [1], [2] (ChunkMapperFilterer method) (ChunkMapperModel method), [1], [2] (ChunkMergeApproach method) (ChunkMergeModel method) (ChunkSentenceSplitter method) (ContextSplitAssembler method) (ContextualAssertion method) (ContextualEntityFilterer method) (ContextualParserApproach method) (ContextualParserModel method) (DateNormalizer method) (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (DocumentLogRegClassifierApproach method) (DocumentLogRegClassifierModel method) (DocumentMLClassifierApproach method) (DocumentMLClassifierModel method) (DrugNormalizer method) (EntityRulerInternalApproach method) (EntityRulerInternalModel method) (ExtractiveSummarization method) (FeaturesAssembler method) (FewShotAssertionClassifierApproach method) (FewShotAssertionClassifierModel method) (FewShotClassifierApproach method) (FewShotClassifierModel method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (FinanceDocumentMLClassifierApproach method) (FinanceDocumentMLClassifierModel method) (FinanceEncoderDecoder method) (FinanceFewShotClassifierApproach method) (FinanceFewShotClassifierModel method) (FinanceNerApproach method) (FinanceNerModel method) (FinanceNerQuestionGenerator method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (GenericClassifierApproach method) (GenericClassifierModel method) (GenericLogRegClassifierApproach method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierApproach method) (GenericSVMClassifierModel method) (InternalDocumentSplitter method) (IOBTagger method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (LegalDocumentMLClassifierApproach method) (LegalDocumentMLClassifierModel method) (LegalEncoderDecoder method) (LegalFewShotClassifierApproach method) (LegalFewShotClassifierModel method) (LegalNerApproach method) (LegalNerModel method) (LegalNerQuestionGenerator method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (LightDeIdentification method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MedicalEncoderDecoder method) (MedicalNerApproach method) (MedicalNerModel method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (MultiChunk2Doc method) (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) (NerChunker method) (NerConverterInternalModel method) (NerDisambiguator method) (NerDisambiguatorModel method) (NerQuestionGenerator method) (NerTemplateRenderModel method) (PosologyREModel method) (REChunkMerger method) (RegexMatcherInternal method) (ReIdentification method) (RelationExtractionApproach method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (Replacer method) (ResolverMerger method) (Router method) (SentenceEntityResolverApproach method), [1], [2] (SentenceEntityResolverModel method), [1], [2] (Text2SQL method) (TextMatcherInternal method) (TextMatcherInternalModel method) (VectorDBPostProcessor method) (WindowedSentenceModel method) (ZeroShotRelationExtractionModel method), [1], [2] setFrequencyPenalty() (LLMLoader method) (MedicalLLM method) setFromEntity() (RelationExtractionApproach method) setFuzzyDistanceScalingMode() (ChunkMapperApproach method), [1], [2] (ChunkMapperFuzzyMatchingParams method) (DocMapperApproach method), [1], [2] setFuzzyMatchingDistances() (ChunkMapperApproach method), [1], [2] (ChunkMapperFuzzyMatchingParams method) (DocMapperApproach method), [1], [2] setFuzzyMatchingDistanceThresholds() (ChunkMapperApproach method), [1], [2] (ChunkMapperFuzzyMatchingParams method) (DocMapperApproach method), [1], [2] setGenderAwareness() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) (LightDeIdentification method) (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) setGlueString() (WindowedParams method) (WindowedSentenceModel method) setGpuSplitMode() (MedicalLLM method) setGrammar() (LLMLoader method) (MedicalLLM method) setGraphFile() (AssertionDLApproach method), [1], [2] (FinanceNerApproach method) (LegalNerApproach method) (MedicalNerApproach method) (TFGraphBuilder method) setGraphFolder() (AssertionDLApproach method), [1], [2] (FinanceNerApproach method) (LegalNerApproach method) (MedicalNerApproach method) (TFGraphBuilder method) setGreedyMode() (CommonNerConverterInternalParams method) (NerConverterInternal method) (NerConverterInternalModel method) setGroupBySentences() (ChunkSentenceSplitter method) setGrpAttnN() (MedicalLLM method) setGrpAttnW() (MedicalLLM method) setHiddenAct() (TFGraphBuilder method) setHiddenActL2() (TFGraphBuilder method) setHiddenLayers() (TFGraphBuilder method) setHiddenUnitsNumber() (TFGraphBuilder method) setHiddenWeightsL2() (TFGraphBuilder method) setIdColumn() (FinanceDocumentHashCoder method) (LegalDocumentHashCoder method) setIgnoreEos() (LLMLoader method) (MedicalLLM method) setIgnoreRegex() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) setIgnoreStopWords() (CommonNerConverterInternalParams method) (NerConverterInternal method) (NerConverterInternalModel method) setIgnoreTokenIds() (BeamSearchParams method) (FinanceEncoderDecoder method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (LegalEncoderDecoder method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (MedicalEncoderDecoder method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (Text2SQL method) setIncludeAllConfidenceScores() (FinanceNerApproach method) (LegalNerApproach method) (MedicalNerApproach method) setIncludeChunkToScope() (ContextualAssertion method) setIncludeConfidence() (AssertionDLApproach method), [1], [2] (AssertionDLModel method), [1], [2] (FinanceNerApproach method) (FinanceNerModel method) (LegalNerApproach method) (LegalNerModel method) (MedicalNerApproach method) (MedicalNerModel method) setIncludeOutputColumn() (ChunkConverter method) (NerConverterInternal method) (SourceTrackingMetadataParams method) setIncludeStandardField() (ChunkConverter method) (NerConverterInternal method) (SourceTrackingMetadataParams method) setIncludeStorage() (EntityRulerInternalApproach method) setInferenceBatchSize() (FinanceNerModel method) (LegalNerModel method) (MedicalNerModel method) setInputCol() (CustomTransformer method) setInputCols() (AnnotationMerger method) (AnnotatorApproachInternal method) (AnnotatorModelInternal method) (AnnotatorPropertiesInternal method) (AssertionChunkConverter method) (AssertionDLApproach method), [1], [2] (AssertionDLModel method), [1], [2] (AssertionFilterer method) (AssertionLogRegApproach method) (AssertionLogRegModel method) (AssertionMerger method) (AverageEmbeddings method) (BertSentenceChunkEmbeddings method) (Chunk2Token method) (ChunkConverter method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkKeyPhraseExtraction method) (ChunkMapperApproach method), [1], [2] (ChunkMapperFilterer method) (ChunkMapperModel method), [1], [2] (ChunkMergeApproach method) (ChunkMergeModel method) (ChunkSentenceSplitter method) (ContextSplitAssembler method) (ContextualAssertion method) (ContextualEntityFilterer method) (ContextualParserApproach method) (ContextualParserModel method) (DateNormalizer method) (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (Doc2ChunkInternal method) (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (DocumentHashCoder method) (DocumentLogRegClassifierApproach method) (DocumentLogRegClassifierModel method) (DocumentMLClassifierApproach method) (DocumentMLClassifierModel method) (DrugNormalizer method) (EntityChunkEmbeddings method) (EntityRulerInternalApproach method) (EntityRulerInternalModel method) (ExtractiveSummarization method) (FeaturesAssembler method) (FewShotAssertionClassifierApproach method) (FewShotAssertionClassifierModel method) (FewShotClassifierApproach method) (FewShotClassifierModel method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (FinanceClassifierDLApproach method) (FinanceClassifierDLModel method) (FinanceDocumentHashCoder method) (FinanceDocumentMLClassifierApproach method) (FinanceDocumentMLClassifierModel method) (FinanceEncoderDecoder method) (FinanceFewShotClassifierApproach method) (FinanceFewShotClassifierModel method) (FinanceNerApproach method) (FinanceNerModel method) (FinanceNerQuestionGenerator method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (Flattener method) (GenericClassifierApproach method) (GenericClassifierModel method) (GenericLogRegClassifierApproach method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierApproach method) (GenericSVMClassifierModel method) (InternalDocumentSplitter method) (IOBTagger method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (LegalClassifierDLApproach method) (LegalClassifierDLModel method) (LegalDocumentHashCoder method) (LegalDocumentMLClassifierApproach method) (LegalDocumentMLClassifierModel method) (LegalEncoderDecoder method) (LegalFewShotClassifierApproach method) (LegalFewShotClassifierModel method) (LegalNerApproach method) (LegalNerModel method) (LegalNerQuestionGenerator method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (LightDeIdentification method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MedicalEncoderDecoder method) (MedicalLLM method) (MedicalNerApproach method) (MedicalNerModel method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (MultiChunk2Doc method) (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) (NerChunker method) (NerConverterInternal method) (NerConverterInternalModel method) (NerDisambiguator method) (NerDisambiguatorModel method) (NerQuestionGenerator method) (NerTemplateRenderModel method) (PosologyREModel method) (REChunkMerger method) (RegexMatcherInternal method) (RegexMatcherInternalModel method) (ReIdentification method) (RelationExtractionApproach method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (RENerChunksFilter method) (Replacer method) (Resolution2Chunk method) (ResolverMerger method) (Router method) (SentenceEntityResolverApproach method), [1], [2] (SentenceEntityResolverModel method), [1], [2] (Text2SQL method) (TextMatcherInternal method) (TextMatcherInternalModel method) (TFGraphBuilder method) (VectorDBPostProcessor method) (WindowedSentenceModel method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2] setInputPrefix() (LLMLoader method) (MedicalLLM method) setInputPrefixBos() (MedicalLLM method) setInputSuffix() (LLMLoader method) (MedicalLLM method) setInputType() (AnnotationMerger method) (Router method) setInsertChunk() (ChunkSentenceSplitter method) setIsArray() (Doc2ChunkInternal method) setIsLicensed() (TFGraphBuilder method) setIsLong() (BertSentenceChunkEmbeddings method) (ChunkKeyPhraseExtraction method) (EntityChunkEmbeddings method) setIsRandomDateDisplacement() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) setJoinString() (ContextSplitAssembler method) setJsonPath() (ContextualParserApproach method) setKeepOriginalColumns() (Flattener method) setKeepSeparators() (InternalDocumentSplitter method) setKeepYear() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) setLabelCasing() (FinanceNerModel method) (LegalNerModel method) (MedicalNerModel method) setLabelCol() (AssertionDLApproach method), [1], [2] (AssertionLogRegApproach method) (DocumentMLClassifierApproach method) (FewShotAssertionClassifierApproach method) (FewShotClassifierApproach method) (FinanceDocumentMLClassifierApproach method) (FinanceFewShotClassifierApproach method) (GenericClassifierApproach method) (GenericLogRegClassifierApproach method) (GenericSVMClassifierApproach method) (LegalDocumentMLClassifierApproach method) (LegalFewShotClassifierApproach method) (RelationExtractionApproach method) (SentenceEntityResolverApproach method), [1], [2] setLabelColumn() (DocumentLogRegClassifierApproach method) (FinanceClassifierDLApproach method) (FinanceNerApproach method) (LegalClassifierDLApproach method) (LegalNerApproach method) (MedicalNerApproach method) (TFGraphBuilder method) setLabels() (DocumentLogRegClassifierApproach method) (DocumentLogRegClassifierModel method) (DocumentMLClassifierApproach method) (DocumentMLClassifierModel method) (DocumentMLClassifierParams method) (FinanceDocumentMLClassifierApproach method) (FinanceDocumentMLClassifierModel method) (LegalDocumentMLClassifierApproach method) (LegalDocumentMLClassifierModel method) setLanguage() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) (LightDeIdentification method) (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) setLazyAnnotator() (AnnotationMerger method) (AnnotatorApproachInternal method) (AnnotatorModelInternal method) (AnnotatorPropertiesInternal method) (AssertionDLApproach method), [1], [2] (AssertionDLModel method), [1], [2] (AssertionFilterer method) (AssertionLogRegApproach method) (AssertionLogRegModel method) (AssertionMerger method) (AverageEmbeddings method) (BertSentenceChunkEmbeddings method) (Chunk2Token method) (ChunkConverter method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkKeyPhraseExtraction method) (ChunkMapperApproach method), [1], [2] (ChunkMapperFilterer method) (ChunkMapperModel method), [1], [2] (ChunkMergeApproach method) (ChunkMergeModel method) (ChunkSentenceSplitter method) (ContextSplitAssembler method) (ContextualAssertion method) (ContextualEntityFilterer method) (ContextualParserApproach method) (ContextualParserModel method) (DateNormalizer method) (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (Doc2ChunkInternal method) (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (DocumentHashCoder method) (DocumentLogRegClassifierApproach method) (DocumentLogRegClassifierModel method) (DocumentMLClassifierApproach method) (DocumentMLClassifierModel method) (DrugNormalizer method) (EntityChunkEmbeddings method) (EntityRulerInternalApproach method) (EntityRulerInternalModel method) (ExtractiveSummarization method) (FeaturesAssembler method) (FewShotAssertionClassifierApproach method) (FewShotAssertionClassifierModel method) (FewShotClassifierApproach method) (FewShotClassifierModel method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (FinanceClassifierDLApproach method) (FinanceClassifierDLModel method) (FinanceDocumentHashCoder method) (FinanceDocumentMLClassifierApproach method) (FinanceDocumentMLClassifierModel method) (FinanceEncoderDecoder method) (FinanceFewShotClassifierApproach method) (FinanceFewShotClassifierModel method) (FinanceNerApproach method) (FinanceNerModel method) (FinanceNerQuestionGenerator method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (GenericClassifierApproach method) (GenericClassifierModel method) (GenericLogRegClassifierApproach method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierApproach method) (GenericSVMClassifierModel method) (InternalDocumentSplitter method) (IOBTagger method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (LegalClassifierDLApproach method) (LegalClassifierDLModel method) (LegalDocumentHashCoder method) (LegalDocumentMLClassifierApproach method) (LegalDocumentMLClassifierModel method) (LegalEncoderDecoder method) (LegalFewShotClassifierApproach method) (LegalFewShotClassifierModel method) (LegalNerApproach method) (LegalNerModel method) (LegalNerQuestionGenerator method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (LightDeIdentification method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MedicalEncoderDecoder method) (MedicalLLM method) (MedicalNerApproach method) (MedicalNerModel method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (MultiChunk2Doc method) (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) (NerChunker method) (NerConverterInternal method) (NerConverterInternalModel method) (NerDisambiguator method) (NerDisambiguatorModel method) (NerQuestionGenerator method) (NerTemplateRenderModel method) (PosologyREModel method) (REChunkMerger method) (RegexMatcherInternal method) (RegexMatcherInternalModel method) (ReIdentification method) (RelationExtractionApproach method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (RENerChunksFilter method) (Replacer method) (Resolution2Chunk method) (ResolverMerger method) (Router method) (SentenceEntityResolverApproach method), [1], [2] (SentenceEntityResolverModel method), [1], [2] (Text2SQL method) (TextMatcherInternal method) (TextMatcherInternalModel method) (VectorDBPostProcessor method) (WindowedSentenceModel method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2] setLearningRate() (AssertionDLApproach method), [1], [2] (FewShotAssertionClassifierApproach method) (FewShotClassifierApproach method) (FinanceFewShotClassifierApproach method) (GenericClassifierApproach method) (GenericLogRegClassifierApproach method) (GenericSVMClassifierApproach method) (LegalFewShotClassifierApproach method) (RelationExtractionApproach method) setLevenshteinDistanceThresholdParam() (NerDisambiguator method) (NerDisambiguatorModel method) setLogPrefix() (FinanceNerApproach method) (LegalNerApproach method) (MedicalNerApproach method) setLookupCacheDynamicFilePath() (MedicalLLM method) setLookupCacheStaticFilePath() (MedicalLLM method) setLoraAdapters() (MedicalLLM method) setLowerCase() (ChunkMapperApproach method), [1], [2] (ChunkMapperModel method), [1], [2] (CommonChunkMapperParams method) (Doc2ChunkInternal method) (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] setLowercase() (DrugNormalizer method) setLr() (FinanceClassifierDLApproach method) (FinanceNerApproach method) (LegalClassifierDLApproach method) (LegalNerApproach method) (MedicalNerApproach method) setMainGpu() (MedicalLLM method) setMappingsColumn() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) (Replacer method) setMaskingPolicy() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) (LightDeIdentification method) setMaxCharNgramFingerprint() (ChunkMapperApproach method), [1], [2] (ChunkMapperFuzzyMatchingParams method) (DocMapperApproach method), [1], [2] setMaxContextLength() (BeamSearchParams method) (FinanceQuestionAnswering method) (FinanceTextGenerator method) (LegalQuestionAnswering method) (LegalTextGenerator method) (MedicalQuestionAnswering method) (MedicalTextGenerator method) (Text2SQL method) setMaxEpochs() (FinanceClassifierDLApproach method) (FinanceNerApproach method) (LegalClassifierDLApproach method) (LegalNerApproach method) (MedicalNerApproach method) setMaxIter() (AssertionLogRegApproach method) (DocumentLogRegClassifierApproach method) (DocumentMLClassifierApproach method) (FinanceDocumentMLClassifierApproach method) (LegalDocumentMLClassifierApproach method) setMaxLength() (InternalDocumentSplitter method) setMaxNewTokens() (BeamSearchParams method) (FinanceEncoderDecoder method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (LegalEncoderDecoder method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (MedicalEncoderDecoder method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (Text2SQL method) setMaxSentenceLength() (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2] setMaxSentLen() (AssertionDLApproach method), [1], [2] setMaxSequenceLength() (TFGraphBuilder method) setMaxSyntacticDistance() (EntityChunkEmbeddings method) (GenericREModel method) (PosologyREModel method) (RelationExtractionApproach method) (RelationExtractionModel method) (RENerChunksFilter method) setMaxTextLength() (FinanceEncoderDecoder method) (FinanceSummarizer method) (FinanceTextGenerator method) (LegalEncoderDecoder method) (LegalSummarizer method) (LegalTextGenerator method) (MedicalEncoderDecoder method) (MedicalSummarizer method) (MedicalTextGenerator method) (Text2SQL method) setMaxTokenNgram() (DocumentMLClassifierApproach method) (FinanceDocumentMLClassifierApproach method) (LegalDocumentMLClassifierApproach method) setMaxTokenNgramDroppingCharsRatio() (ChunkMapperApproach method), [1], [2] (ChunkMapperFuzzyMatchingParams method) (DocMapperApproach method), [1], [2] setMaxTokenNgramDroppingOperator() (ChunkMapperApproach method), [1], [2] (ChunkMapperFuzzyMatchingParams method) (DocMapperApproach method), [1], [2] setMaxTokenNgramDroppingTokens() (ChunkMapperApproach method), [1], [2] (ChunkMapperFuzzyMatchingParams method) (DocMapperApproach method), [1], [2] setMaxTokenNgramFingerprint() (ChunkMapperApproach method), [1], [2] (ChunkMapperFuzzyMatchingParams method) (DocMapperApproach method), [1], [2] setMaxTopKAfterFiltering() (VectorDBPostProcessor method) setMergeChunks() (DocumentLogRegClassifierModel method) (DocumentMLClassifierApproach method) (DocumentMLClassifierModel method) (DocumentMLClassifierParams method) (FinanceDocumentMLClassifierApproach method) (FinanceDocumentMLClassifierModel method) (LegalDocumentMLClassifierApproach method) (LegalDocumentMLClassifierModel method) setMergeOverlapping() (AssertionMerger method) (ChunkMergeApproach method) (ChunkMergeModel method) (MergeCommonParams method) (RegexMatcherInternal method) (RegexMatcherInternalModel method) (TextMatcherInternal method) (TextMatcherInternalModel method) setMetadataCriteria() (VectorDBPostProcessor method) setMetadataCriteriaAsStr() (VectorDBPostProcessor method) setMetadataField() (Router method) setMetadataFields() (AssertionChunkConverter method) setMetaDataFields() (InternalDocumentSplitter method) setMetadataMaskingPolicy() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) setMinCharNgramFingerprint() (ChunkMapperApproach method), [1], [2] (ChunkMapperFuzzyMatchingParams method) (DocMapperApproach method), [1], [2] setMinEpochs() (FinanceNerApproach method) (LegalNerApproach method) (MedicalNerApproach method) setMinKeep() (LLMLoader method) (MedicalLLM method) setMinP() (LLMLoader method) (MedicalLLM method) setMinTokenNgram() (DocumentMLClassifierApproach method) (FinanceDocumentMLClassifierApproach method) (LegalDocumentMLClassifierApproach method) setMinTokenNgramFingerprint() (ChunkMapperApproach method), [1], [2] (ChunkMapperFuzzyMatchingParams method) (DocMapperApproach method), [1], [2] setMinYear() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) setMiroStat() (MedicalLLM method) setMiroStatEta() (LLMLoader method) (MedicalLLM method)

setMiroStatTau() (LLMLoader method) (MedicalLLM method) setMissAsEmpty() (SentenceEntityResolverApproach method), [1], [2] (SentenceResolverParams method) setMode() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) (LightDeIdentification method) setModelAlias() (MedicalLLM method) setModelDraft() (MedicalLLM method) setModelFile() (FewShotAssertionClassifierApproach method) (FewShotClassifierApproach method) (FinanceFewShotClassifierApproach method) (GenericClassifierApproach method) (GenericLogRegClassifierApproach method) (GenericSVMClassifierApproach method) (LegalFewShotClassifierApproach method) (RelationExtractionApproach method) setModelName() (TFGraphBuilder method) setMultiClass() (FewShotAssertionClassifierApproach method) (FewShotAssertionClassifierModel method) (FewShotClassifierApproach method) (FewShotClassifierModel method) (FinanceFewShotClassifierApproach method) (FinanceFewShotClassifierModel method) (GenericClassifierApproach method) (GenericClassifierModel method) (GenericLogRegClassifierApproach method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierApproach method) (GenericSVMClassifierModel method) (LegalFewShotClassifierApproach method) (LegalFewShotClassifierModel method) (PosologyREModel method) (RelationExtractionApproach method) (RelationExtractionModel method) setMultivaluesRelations() (ChunkMapperApproach method), [1], [2] (ChunkMapperModel method), [1], [2] (CommonChunkMapperParams method) (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] setNameEntities() (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) setNarrowWithApproximateMatching() (NerDisambiguator method) (NerDisambiguatorModel method) setNBatch() (MedicalLLM method) setNChunks() (MedicalLLM method) setNCtx() (MedicalLLM method) setNDraft() (MedicalLLM method) setNearMatchingGapParam() (NerDisambiguator method) (NerDisambiguatorModel method) setNegativeRelationships() (ZeroShotRelationExtractionModel method), [1], [2] setNeighbours() (SentenceEntityResolverApproach method), [1], [2] (SentenceResolverParams method) setNerCol() (AssertionLogRegApproach method) setNewDateShift() (DocumentHashCoder method) (FinanceDocumentHashCoder method) (LegalDocumentHashCoder method) setNGpuLayers() (MedicalLLM method) setNGpuLayersDraft() (MedicalLLM method) setNKeep() (LLMLoader method) (MedicalLLM method) setNoKvOffload() (MedicalLLM method) setNoneValuesTo() (Replacer method) setNoRepeatNgramSize() (BeamSearchParams method) (FinanceEncoderDecoder method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (LegalEncoderDecoder method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (MedicalEncoderDecoder method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (Text2SQL method) setNormalizedCol() (SentenceEntityResolverApproach method), [1], [2] setNPredict() (LLMLoader method) (MedicalLLM method) setNProbs() (LLMLoader method) (MedicalLLM method) setNSequences() (MedicalLLM method) setNThreads() (MedicalLLM method) setNThreadsBatch() (MedicalLLM method) setNThreadsBatchDraft() (MedicalLLM method) setNThreadsDraft() (MedicalLLM method) setNUbatch() (MedicalLLM method) setNumaStrategy() (MedicalLLM method) setNumFirstChars() (NerDisambiguator method) (NerDisambiguatorModel method) setObfuscateByAgeGroups() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) setObfuscateDate() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) (LightDeIdentification method) setObfuscateRefFile() (DeIdentification method), [1], [2] (NameChunkObfuscatorApproach method) setObfuscateRefSource() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) (LightDeIdentification method) (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) setObfuscationStrategyOnException() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) setOptionalContextRules() (ContextualParserApproach method) (ContextualParserModel method) setOrderByColumn() (Flattener method) setOrderDescending() (Flattener method) setOrderingFeatures() (AssertionMerger method) (ChunkMergeApproach method) (ChunkMergeModel method) (MergePrioritizationParams method) setOutputAsDocument() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) setOutputCol() (AnnotationMerger method) (AnnotatorApproachInternal method) (AnnotatorModelInternal method) (AnnotatorPropertiesInternal method) (AssertionChunkConverter method) (AssertionDLApproach method), [1], [2] (AssertionDLModel method), [1], [2] (AssertionFilterer method) (AssertionLogRegApproach method) (AssertionLogRegModel method) (AssertionMerger method) (AverageEmbeddings method) (BertSentenceChunkEmbeddings method) (Chunk2Token method) (ChunkConverter method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkKeyPhraseExtraction method) (ChunkMapperApproach method), [1], [2] (ChunkMapperFilterer method) (ChunkMapperModel method), [1], [2] (ChunkMergeApproach method) (ChunkMergeModel method) (ChunkSentenceSplitter method) (ContextSplitAssembler method) (ContextualAssertion method) (ContextualEntityFilterer method) (ContextualParserApproach method) (ContextualParserModel method) (CustomTransformer method) (DateNormalizer method) (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (Doc2ChunkInternal method) (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (DocumentHashCoder method) (DocumentLogRegClassifierApproach method) (DocumentLogRegClassifierModel method) (DocumentMLClassifierApproach method) (DocumentMLClassifierModel method) (DrugNormalizer method) (EntityChunkEmbeddings method) (EntityRulerInternalApproach method) (EntityRulerInternalModel method) (ExtractiveSummarization method) (FeaturesAssembler method) (FewShotAssertionClassifierApproach method) (FewShotAssertionClassifierModel method) (FewShotClassifierApproach method) (FewShotClassifierModel method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (FinanceClassifierDLApproach method) (FinanceClassifierDLModel method) (FinanceDocumentHashCoder method) (FinanceDocumentMLClassifierApproach method) (FinanceDocumentMLClassifierModel method) (FinanceEncoderDecoder method) (FinanceFewShotClassifierApproach method) (FinanceFewShotClassifierModel method) (FinanceNerApproach method) (FinanceNerModel method) (FinanceNerQuestionGenerator method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (GenericClassifierApproach method) (GenericClassifierModel method) (GenericLogRegClassifierApproach method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierApproach method) (GenericSVMClassifierModel method) (InternalDocumentSplitter method) (IOBTagger method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (LegalClassifierDLApproach method) (LegalClassifierDLModel method) (LegalDocumentHashCoder method) (LegalDocumentMLClassifierApproach method) (LegalDocumentMLClassifierModel method) (LegalEncoderDecoder method) (LegalFewShotClassifierApproach method) (LegalFewShotClassifierModel method) (LegalNerApproach method) (LegalNerModel method) (LegalNerQuestionGenerator method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (LightDeIdentification method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MedicalEncoderDecoder method) (MedicalLLM method) (MedicalNerApproach method) (MedicalNerModel method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (MultiChunk2Doc method) (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) (NerChunker method) (NerConverterInternal method) (NerConverterInternalModel method) (NerDisambiguator method) (NerDisambiguatorModel method) (NerQuestionGenerator method) (NerTemplateRenderModel method) (PosologyREModel method) (REChunkMerger method) (RegexMatcherInternal method) (RegexMatcherInternalModel method) (ReIdentification method) (RelationExtractionApproach method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (RENerChunksFilter method) (Replacer method) (Resolution2Chunk method) (ResolverMerger method) (Router method) (SentenceEntityResolverApproach method), [1], [2] (SentenceEntityResolverModel method), [1], [2] (Text2SQL method) (TextMatcherInternal method) (TextMatcherInternalModel method) (VectorDBPostProcessor method) (WindowedSentenceModel method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2] setOutputColumnKey() (ChunkConverter method) (NerConverterInternal method) (SourceTrackingMetadataParams method) setOutputDateformat() (DateNormalizer method) setOutputLogsPath() (AssertionDLApproach method), [1], [2] (FewShotAssertionClassifierApproach method) (FewShotClassifierApproach method) (FinanceClassifierDLApproach method) (FinanceFewShotClassifierApproach method) (FinanceNerApproach method) (GenericClassifierApproach method) (GenericLogRegClassifierApproach method) (GenericSVMClassifierApproach method) (LegalClassifierDLApproach method) (LegalFewShotClassifierApproach method) (LegalNerApproach method) (MedicalNerApproach method) (RelationExtractionApproach method) setOutputTokenBeginCol() (AssertionChunkConverter method) setOutputTokenEndCol() (AssertionChunkConverter method) setOverrideExistingCodes() (SentenceEntityResolverApproach method), [1], [2] setOverrideExistingTags() (FinanceNerApproach method) (LegalNerApproach method) (MedicalNerApproach method) setParams() (AnnotationMerger method) (AnnotatorModelInternal method) (AssertionChunkConverter method) (AssertionDLModel method), [1], [2] (AssertionFilterer method) (AssertionLogRegModel method) (AssertionMerger method) (AverageEmbeddings method) (BertSentenceChunkEmbeddings method) (Chunk2Token method) (ChunkConverter method) (ChunkFilterer method) (ChunkKeyPhraseExtraction method) (ChunkMapperFilterer method) (ChunkMapperModel method), [1], [2] (ChunkMergeModel method) (ChunkSentenceSplitter method) (ContextSplitAssembler method) (ContextualAssertion method) (ContextualEntityFilterer method) (ContextualParserModel method) (DateNormalizer method) (DeIdentificationModel method), [1], [2] (Doc2ChunkInternal method) (DocMapperModel method), [1], [2] (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (DocumentHashCoder method) (DocumentLogRegClassifierModel method) (DocumentMLClassifierModel method) (DrugNormalizer method) (EntityChunkEmbeddings method) (EntityRulerInternalModel method) (ExtractiveSummarization method) (FeaturesAssembler method) (FewShotAssertionClassifierModel method) (FewShotAssertionSentenceConverter method) (FewShotClassifierModel method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (FinanceClassifierDLModel method) (FinanceDocumentHashCoder method) (FinanceDocumentMLClassifierModel method) (FinanceEncoderDecoder method) (FinanceFewShotClassifierModel method) (FinanceNerModel method) (FinanceNerQuestionGenerator method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (Flattener method) (GenericClassifierModel method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierModel method) (InternalDocumentSplitter method) (IOBTagger method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (LegalClassifierDLModel method) (LegalDocumentHashCoder method) (LegalDocumentMLClassifierModel method) (LegalEncoderDecoder method) (LegalFewShotClassifierModel method) (LegalNerModel method) (LegalNerQuestionGenerator method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (LightDeIdentification method) (Mapper2Chunk method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MedicalEncoderDecoder method) (MedicalLLM method) (MedicalNerModel method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (MultiChunk2Doc method) (NameChunkObfuscator method) (NerChunker method) (NerConverterInternalModel method) (NerDisambiguatorModel method) (NerQuestionGenerator method) (NerTemplateRenderModel method) (PosologyREModel method) (REChunkMerger method) (RegexMatcherInternalModel method) (ReIdentification method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (RENerChunksFilter method) (Replacer method) (Resolution2Chunk method) (ResolverMerger method) (Router method) (SentenceEntityResolverModel method), [1], [2] (Text2SQL method) (TextMatcherInternalModel method) (VectorDBPostProcessor method) (WindowedSentenceModel method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2] setParamValue() (AnnotationMerger method) (AnnotatorApproachInternal method) (AnnotatorModelInternal method) (AssertionChunkConverter method) (AssertionDLApproach method), [1], [2] (AssertionDLModel method), [1], [2] (AssertionFilterer method) (AssertionLogRegApproach method) (AssertionLogRegModel method) (AssertionMerger method) (AverageEmbeddings method) (BertSentenceChunkEmbeddings method) (Chunk2Token method) (ChunkConverter method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkKeyPhraseExtraction method) (ChunkMapperApproach method), [1], [2] (ChunkMapperFilterer method) (ChunkMapperModel method), [1], [2] (ChunkMergeApproach method) (ChunkMergeModel method) (ChunkSentenceSplitter method) (ContextSplitAssembler method) (ContextualAssertion method) (ContextualEntityFilterer method) (ContextualParserApproach method) (ContextualParserModel method) (DateNormalizer method) (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (Doc2ChunkInternal method) (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (DocumentHashCoder method) (DocumentLogRegClassifierApproach method) (DocumentLogRegClassifierModel method) (DocumentMLClassifierApproach method) (DocumentMLClassifierModel method) (DrugNormalizer method) (EntityChunkEmbeddings method) (EntityRulerInternalApproach method) (EntityRulerInternalModel method) (ExtractiveSummarization method) (FeaturesAssembler method) (FewShotAssertionClassifierApproach method) (FewShotAssertionClassifierModel method) (FewShotAssertionSentenceConverter method) (FewShotClassifierApproach method) (FewShotClassifierModel method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (FinanceClassifierDLApproach method) (FinanceClassifierDLModel method) (FinanceDocumentHashCoder method) (FinanceDocumentMLClassifierApproach method) (FinanceDocumentMLClassifierModel method) (FinanceEncoderDecoder method) (FinanceFewShotClassifierApproach method) (FinanceFewShotClassifierModel method) (FinanceNerApproach method) (FinanceNerModel method) (FinanceNerQuestionGenerator method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (Flattener method) (GenericClassifierApproach method) (GenericClassifierModel method) (GenericLogRegClassifierApproach method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierApproach method) (GenericSVMClassifierModel method) (InternalDocumentSplitter method) (IOBTagger method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (LegalClassifierDLApproach method) (LegalClassifierDLModel method) (LegalDocumentHashCoder method) (LegalDocumentMLClassifierApproach method) (LegalDocumentMLClassifierModel method) (LegalEncoderDecoder method) (LegalFewShotClassifierApproach method) (LegalFewShotClassifierModel method) (LegalNerApproach method) (LegalNerModel method) (LegalNerQuestionGenerator method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (LightDeIdentification method) (Mapper2Chunk method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MedicalEncoderDecoder method) (MedicalLLM method) (MedicalNerApproach method) (MedicalNerModel method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (MultiChunk2Doc method) (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) (NerChunker method) (NerConverterInternal method) (NerConverterInternalModel method) (NerDisambiguator method) (NerDisambiguatorModel method) (NerQuestionGenerator method) (NerTemplateRenderModel method) (PosologyREModel method) (REChunkMerger method) (RegexMatcherInternal method) (RegexMatcherInternalModel method) (ReIdentification method) (RelationExtractionApproach method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (RENerChunksFilter method) (Replacer method) (Resolution2Chunk method) (ResolverMerger method) (Router method) (SentenceEntityResolverApproach method), [1], [2] (SentenceEntityResolverModel method), [1], [2] (Text2SQL method) (TextMatcherInternal method) (TextMatcherInternalModel method) (VectorDBPostProcessor method) (WindowedSentenceModel method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2] setPatientIdColumn() (DocumentHashCoder method) (FinanceDocumentHashCoder method) (LegalDocumentHashCoder method) setPatternsAreRegex() (InternalDocumentSplitter method) setPatternsResource() (EntityRulerInternalApproach method) setPenalizeNl() (LLMLoader method) (MedicalLLM method) setPenaltyPrompt() (LLMLoader method) (MedicalLLM method) setPermuteEntities() (NerTemplateRenderModel method) setPlaceHolder() (Replacer method) setPlaceHolderDelimiters() (Replacer method) setPo() (FinanceNerApproach method) (LegalNerApproach method) (MedicalNerApproach method) setPolicy() (DrugNormalizer method) setPoolingType() (MedicalLLM method) setPostProcessingSubstitutions() (Text2SQL method) setPredictionLimit() (NerDisambiguator method) (NerDisambiguatorModel method) setPredictionThreshold() (GenericREModel method) (PosologyREModel method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (ZeroShotNerModel method), [1], [2] setPrefix() (MultiChunk2Doc method) setPrefixAndSuffixMatch() (ContextualAssertion method) (ContextualParserApproach method) (ContextualParserModel method) setPrefixKeywords() (ContextualAssertion method) setPrefixRegexPatterns() (ContextualAssertion method) setPresencePenalty() (LLMLoader method) (MedicalLLM method) setPreservePosition() (CommonNerConverterInternalParams method) (NerConverterInternal method) (NerConverterInternalModel method) setPretrainedModelPath() (FinanceNerApproach method) (LegalNerApproach method) (MedicalNerApproach method) (RelationExtractionApproach method) (SentenceEntityResolverApproach method), [1], [2] setPSplit() (MedicalLLM method) setQuestionAnswerTerminals() (FinanceQuestionAnswering method) (LegalQuestionAnswering method) (MedicalQuestionAnswering method) setQuestionMark() (FinanceNerQuestionGenerator method) (LegalNerQuestionGenerator method) (NerQuestionGenerator method) setQuestionPrompts() (FinanceQuestionAnswering method) (LegalQuestionAnswering method) (MedicalQuestionAnswering method) setQuestionPronoun() (FinanceNerQuestionGenerator method) (LegalNerQuestionGenerator method) (NerQuestionGenerator method) setQuestionSkipLastToken() (FinanceQuestionAnswering method) (LegalQuestionAnswering method) (MedicalQuestionAnswering method) setQuestionType() (FinanceQuestionAnswering method) (LegalQuestionAnswering method) (MedicalQuestionAnswering method) setRandomSeed() (BeamSearchParams method) (FinanceClassifierDLApproach method) (FinanceEncoderDecoder method) (FinanceNerApproach method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (LegalClassifierDLApproach method) (LegalEncoderDecoder method) (LegalNerApproach method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (MedicalEncoderDecoder method) (MedicalNerApproach method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (NerTemplateRenderModel method) (Text2SQL method) setRandomValidationSplitPerEpoch() (FinanceNerApproach method) (LegalNerApproach method) (MedicalNerApproach method) setRangeDays() (DocumentHashCoder method) (FinanceDocumentHashCoder method) (LegalDocumentHashCoder method) setRefFileFormat() (DeIdentification method), [1], [2] (NameChunkObfuscatorApproach method) setRefineChunkSize() (FinanceEncoderDecoder method) (FinanceSummarizer method) (LegalEncoderDecoder method) (LegalSummarizer method) (MedicalEncoderDecoder method) (MedicalSummarizer method) setRefineMaxAttempts() (FinanceEncoderDecoder method) (FinanceSummarizer method) (LegalEncoderDecoder method) (LegalSummarizer method) (MedicalEncoderDecoder method) (MedicalSummarizer method) setRefineSummary() (FinanceEncoderDecoder method) (FinanceSummarizer method) (LegalEncoderDecoder method) (LegalSummarizer method) (MedicalEncoderDecoder method) (MedicalSummarizer method) setRefineSummaryTargetLength() (FinanceEncoderDecoder method) (FinanceSummarizer method) (LegalEncoderDecoder method) (LegalSummarizer method) (MedicalEncoderDecoder method) (MedicalSummarizer method) setRefSep() (DeIdentification method), [1], [2] (NameChunkObfuscatorApproach method) setReg() (AssertionLogRegApproach method) setRegex() (AssertionFilterer method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkMergeApproach method) (ChunkMergeModel method) (CommonNerConverterInternalParams method) (FilteringParams method) (NerConverterInternal method) (NerConverterInternalModel method) setRegexOverride() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) setRegexParsers() (NerChunker method) setRegexPatternsDictionary() (DeIdentification method), [1], [2] setRegexPatternsDictionaryAsJsonString() (DeIdentification method), [1], [2] setRegion() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) (LightDeIdentification method) setRel() (ChunkMapperApproach method), [1], [2] (ChunkMapperModel method), [1], [2] (CommonChunkMapperParams method) (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] setRelationalCategories() (ZeroShotRelationExtractionModel method), [1], [2] setRelationDirectionCol() (RelationExtractionApproach method) setRelationPairs() (GenericREModel method) (PosologyREModel method) (RelationExtractionModel method) (RENerChunksFilter method) setRelationPairsCaseSensitive() (GenericREModel method) (PosologyREModel method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (RENerChunksFilter method) setRelationTypePerPair() (GenericREModel method) (PosologyREModel method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) setRels() (ChunkMapperApproach method), [1], [2] (ChunkMapperModel method), [1], [2] (CommonChunkMapperParams method) (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] setRepeatLastN() (LLMLoader method) (MedicalLLM method) setRepeatPenalty() (LLMLoader method) (MedicalLLM method) setReplaceDict() (MergeFeatureParams method) setReplaceDictResource() (ChunkMergeApproach method) (MergeResourceParams method) (NerConverterInternal method) setReplaceLabels() (AssertionDLModel method), [1], [2] (NerConverterInternal method) setResampleEntities() (NerTemplateRenderModel method) setResetSentenceIndices() (ChunkConverter method) (ChunkMergeApproach method) (NerConverterInternal method) (ResetSentenceIndicesParam method) (SourceTrackingMetadataParams method) setReturnCriteria() (ChunkMapperFilterer method) setReturnEntityMappings() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) (Replacer method) setReturnResolvedTextEmbeddings() (SentenceEntityResolverApproach method), [1], [2] (SentenceResolverParams method) setReturnSingleDocument() (ExtractiveSummarization method) setRopeFreqBase() (MedicalLLM method) setRopeFreqScale() (MedicalLLM method) setRopeScalingType() (MedicalLLM method) setRules() (ContextualEntityFilterer method) (RegexMatcherInternal method) setRulesAsStr() (ContextualEntityFilterer method) setRuleScope() (ContextualEntityFilterer method) setS3KnowledgeBaseName() (NerDisambiguator method) setSameEntityThreshold() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) setSameLength() (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) setSameLengthFormattedEntities() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) (LightDeIdentification method) setSamplers() (MedicalLLM method) setSchema() (Text2SQL method) setScheme() (IOBTagger method) setScopeWindow() (AssertionDLApproach method), [1], [2] (AssertionDLModel method), [1], [2] (ContextualAssertion method) (FewShotAssertionSentenceConverter method) (GenericREModel method) (PosologyREModel method) (RelationExtractionApproach method) (RelationExtractionModel method) setScopeWindowDelimiters() (ContextualAssertion method) setSearchTree() (SentenceEntityResolverModel method), [1], [2] setSeed() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) (DocumentHashCoder method) (FinanceDocumentHashCoder method) (LegalDocumentHashCoder method) (LightDeIdentification method) (LLMLoader method) (MedicalLLM method) (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) setSelectionStrategy() (AssertionMerger method) (ChunkMergeApproach method) (ChunkMergeModel method) (MergePrioritizationParams method) setSelectiveObfuscationModes() (DeIdentification method), [1], [2] (LightDeIdentification method) setSelectMostDifferent() (ChunkKeyPhraseExtraction method) setSentenceAwareness() (InternalDocumentSplitter method) setSentenceMatch() (EntityRulerInternalApproach method) setSentenceTokenIndex() (FinanceNerApproach method) (FinanceNerModel method) (LegalNerApproach method) (LegalNerModel method) (MedicalNerApproach method) (MedicalNerModel method) setSeparator() (MultiChunk2Doc method) (REChunkMerger method) setShortestContextMatch() (ContextualParserApproach method) (ContextualParserModel method) setSimilarityThreshold() (ExtractiveSummarization method) setSortBy() (VectorDBPostProcessor method) setSortByBegin() (AssertionMerger method) setSplitMode() (InternalDocumentSplitter method) setSplitPatterns() (InternalDocumentSplitter method) setStandardFieldKey() (ChunkConverter method) (NerConverterInternal method) (SourceTrackingMetadataParams method) setStartCol() (AssertionDLApproach method), [1], [2] (AssertionLogRegApproach method) (Doc2ChunkInternal method) setStartColByTokenIndex() (Doc2ChunkInternal method) setStaticEntityMappings() (Replacer method) setStaticEntityMappingsFallback() (Replacer method) setStopAtEos() (FinanceEncoderDecoder method) (FinanceSummarizer method) (FinanceTextGenerator method) (LegalEncoderDecoder method) (LegalSummarizer method) (LegalTextGenerator method) (MedicalEncoderDecoder method) (MedicalSummarizer method) (MedicalTextGenerator method) (Text2SQL method) setStopStrings() (LLMLoader method) (MedicalLLM method) setStoragePath() (EntityRulerInternalApproach method) setStorageRef() (AssertionDLModel method), [1], [2] (AssertionLogRegModel method) (BertSentenceChunkEmbeddings method) (ChunkKeyPhraseExtraction method) (EntityChunkEmbeddings method) (EntityRulerInternalApproach method) (EntityRulerInternalModel method) (FinanceClassifierDLModel method) (FinanceNerModel method) (LegalClassifierDLModel method) (LegalNerModel method) (MedicalNerModel method) setStrategy() (RegexMatcherInternal method) setStrategyType() (FinanceNerQuestionGenerator method) (LegalNerQuestionGenerator method) (NerQuestionGenerator method) setSuffix() (MultiChunk2Doc method) setSuffixKeywords() (ContextualAssertion method) setSuffixRegexPatterns() (ContextualAssertion method) setSummarySize() (ExtractiveSummarization method) setSystemPrompt() (MedicalLLM method) setTableLimit() (Text2SQL method) setTagsMapping() (FinanceNerApproach method) (LegalNerApproach method) (MedicalNerApproach method) setTargetEntities() (EntityChunkEmbeddings method) setTargetNerLabels() (AssertionLogRegApproach method) setTemperature() (LLMLoader method) (MedicalLLM method) setTemplates() (NerTemplateRenderModel method) setTensorSplit() (MedicalLLM method) setTestDataset() (AssertionDLApproach method), [1], [2] (FinanceClassifierDLApproach method) (FinanceNerApproach method) (LegalClassifierDLApproach method) (LegalNerApproach method) (MedicalNerApproach method) setTfsZ() (LLMLoader method) (MedicalLLM method) setThreshold() (CommonNerConverterInternalParams method) (NerConverterInternal method) (NerConverterInternalModel method) (SentenceEntityResolverApproach method), [1], [2] (SentenceResolverParams method) setToEntity() (RelationExtractionApproach method) setTokenBias() (MedicalLLM method) setTokenIdBias() (MedicalLLM method) setTokenSearch() (NerDisambiguator method) (NerDisambiguatorModel method) setTol() (DocumentLogRegClassifierApproach method) (DocumentMLClassifierApproach method) (FinanceDocumentMLClassifierApproach method) (LegalDocumentMLClassifierApproach method) setTopK() (BeamSearchParams method) (FinanceEncoderDecoder method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (LegalEncoderDecoder method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (LLMLoader method) (MedicalEncoderDecoder method) (MedicalLLM method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (Text2SQL method) setTopN() (ChunkKeyPhraseExtraction method) setTopP() (LLMLoader method) (MedicalLLM method) settOutputAct() (TFGraphBuilder method) setTrimWhitespace() (InternalDocumentSplitter method) setTypicalP() (LLMLoader method) (MedicalLLM method) setUnnormalizedDateMode() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) (LightDeIdentification method) setUseAuxLabel() (SentenceEntityResolverApproach method), [1], [2] (SentenceEntityResolverModel method), [1], [2] setUseBestModel() (FinanceNerApproach method) (LegalNerApproach method) (MedicalNerApproach method) setUseCache() (FinanceQuestionAnswering method) (FinanceTextGenerator method) (LegalQuestionAnswering method) (LegalTextGenerator method) (MedicalQuestionAnswering method) (MedicalTextGenerator method) (Text2SQL method) setUseChatTemplate() (LLMLoader method) (MedicalLLM method) setUseContrib() (FinanceNerApproach method) (LegalNerApproach method) (MedicalNerApproach method) setUseMlock() (MedicalLLM method) setUseMmap() (MedicalLLM method) setUseRelationDirection() (TFGraphBuilder method) setUseReplacement() (Replacer method) setUseShifDays() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) setUseShiftDays() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) (LightDeIdentification method) setUseStorage() (EntityRulerInternalApproach method) setValidationSplit() (AssertionDLApproach method), [1], [2] (FewShotAssertionClassifierApproach method) (FewShotClassifierApproach method) (FinanceClassifierDLApproach method) (FinanceFewShotClassifierApproach method) (FinanceNerApproach method) (GenericClassifierApproach method) (GenericLogRegClassifierApproach method) (GenericSVMClassifierApproach method) (LegalClassifierDLApproach method) (LegalFewShotClassifierApproach method) (LegalNerApproach method) (MedicalNerApproach method) (RelationExtractionApproach method) setVectorizationModel() (DocumentLogRegClassifierModel method) (DocumentMLClassifierModel method) (FinanceDocumentMLClassifierModel method) (LegalDocumentMLClassifierModel method) setVectorizationModelPath() (DocumentLogRegClassifierApproach method) (DocumentMLClassifierApproach method) (FinanceDocumentMLClassifierApproach method) (LegalDocumentMLClassifierApproach method) setVerbose() (AssertionDLApproach method), [1], [2] (FinanceClassifierDLApproach method) (FinanceNerApproach method) (LegalClassifierDLApproach method) (LegalNerApproach method) (MedicalNerApproach method) setWhiteList() (AssertionFilterer method) (AssertionMerger method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkMergeApproach method) (ChunkMergeModel method) (CommonNerConverterInternalParams method) (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (FilteringParams method) (MultiChunk2Doc method) (NerConverterInternal method) (NerConverterInternalModel method) (WhiteBlackListParams method) setWindowSize() (WindowedParams method) (WindowedSentenceModel method) setYarnAttnFactor() (MedicalLLM method) setYarnBetaFast() (MedicalLLM method) setYarnBetaSlow() (MedicalLLM method) setYarnExtFactor() (MedicalLLM method) setYarnOrigCtx() (MedicalLLM method) setZipCodeTag() (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (DeIdentificationParams method) setОverrideExistingLabels() (RelationExtractionApproach method) shift_days (Deidentifier attribute) shortestContextMatch (ContextualParserApproach attribute) (ContextualParserModel attribute) showAvailableAnnotators() (InternalResourceDownloader static method) showAvailableModels() (PipelineTracer static method) showPrivateModels() (InternalResourceDownloader static method) showPrivatePipelines() (InternalResourceDownloader static method) showUnCategorizedResources() (InternalResourceDownloader static method) showVersion() (Compatibility method) similarityThreshold (ExtractiveSummarization attribute) size_regex (in module sparknlp_jsl) skipLPInputColsValidation (AnnotationMerger attribute) (AnnotatorApproachInternal attribute) (AnnotatorModelInternal attribute) (AssertionDLApproach attribute), [1], [2] (AssertionDLModel attribute), [1], [2] (AssertionFilterer attribute) (AssertionLogRegApproach attribute) (AssertionLogRegModel attribute) (AssertionMerger attribute) (AverageEmbeddings attribute) (Chunk2Token attribute) (ChunkConverter attribute) (ChunkFilterer attribute) (ChunkFiltererApproach attribute) (ChunkMapperApproach attribute), [1], [2] (ChunkMapperFilterer attribute) (ChunkMapperModel attribute), [1], [2] (ChunkMergeApproach attribute) (ChunkMergeModel attribute) (ChunkSentenceSplitter attribute) (ContextSplitAssembler attribute) (ContextualAssertion attribute) (ContextualEntityFilterer attribute) (ContextualParserApproach attribute) (ContextualParserModel attribute) (DateNormalizer attribute) (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DocMapperApproach attribute), [1], [2] (DocMapperModel attribute), [1], [2] (DocumentFiltererByClassifier attribute) (DocumentFiltererByNER attribute) (DocumentLogRegClassifierApproach attribute) (DocumentLogRegClassifierModel attribute) (DocumentMLClassifierApproach attribute) (DocumentMLClassifierModel attribute) (DrugNormalizer attribute) (EntityRulerInternalApproach attribute) (EntityRulerInternalModel attribute) (ExtractiveSummarization attribute) (FeaturesAssembler attribute) (FewShotAssertionClassifierApproach attribute) (FewShotAssertionClassifierModel attribute) (FewShotClassifierApproach attribute) (FewShotClassifierModel attribute) (FinanceBertForSequenceClassification attribute) (FinanceBertForTokenClassification attribute) (FinanceDocumentMLClassifierApproach attribute) (FinanceDocumentMLClassifierModel attribute) (FinanceEncoderDecoder attribute) (FinanceFewShotClassifierApproach attribute) (FinanceFewShotClassifierModel attribute) (FinanceNerApproach attribute) (FinanceNerModel attribute) (FinanceNerQuestionGenerator attribute) (FinanceQuestionAnswering attribute) (FinanceSummarizer attribute) (FinanceTextGenerator attribute) (GenericClassifierApproach attribute) (GenericClassifierModel attribute) (GenericLogRegClassifierApproach attribute) (GenericLogRegClassifierModel attribute) (GenericREModel attribute) (GenericSVMClassifierApproach attribute) (GenericSVMClassifierModel attribute) (InternalDocumentSplitter attribute) (IOBTagger attribute) (LargeFewShotClassifierModel attribute) (LegalBertForSequenceClassification attribute) (LegalBertForTokenClassification attribute) (LegalDocumentMLClassifierApproach attribute) (LegalDocumentMLClassifierModel attribute) (LegalEncoderDecoder attribute) (LegalFewShotClassifierApproach attribute) (LegalFewShotClassifierModel attribute) (LegalNerApproach attribute) (LegalNerModel attribute) (LegalNerQuestionGenerator attribute) (LegalQuestionAnswering attribute) (LegalSummarizer attribute) (LegalTextGenerator attribute) (LightDeIdentification attribute) (MedicalBertForSequenceClassification attribute) (MedicalBertForTokenClassifier attribute) (MedicalDistilBertForSequenceClassification attribute) (MedicalEncoderDecoder attribute) (MedicalNerApproach attribute) (MedicalNerModel attribute) (MedicalQuestionAnswering attribute) (MedicalSummarizer attribute) (MedicalTextGenerator attribute) (MultiChunk2Doc attribute) (NameChunkObfuscator attribute) (NameChunkObfuscatorApproach attribute) (NerChunker attribute) (NerConverterInternalModel attribute) (NerDisambiguator attribute) (NerDisambiguatorModel attribute) (NerQuestionGenerator attribute) (NerTemplateRenderModel attribute) (PosologyREModel attribute) (REChunkMerger attribute) (RegexMatcherInternal attribute) (ReIdentification attribute) (RelationExtractionApproach attribute) (RelationExtractionDLModel attribute), [1], [2] (RelationExtractionModel attribute) (Replacer attribute) (ResolverMerger attribute) (Router attribute) (SentenceEntityResolverApproach attribute), [1], [2] (SentenceEntityResolverModel attribute), [1], [2] (Text2SQL attribute) (TextMatcherInternal attribute) (TextMatcherInternalModel attribute) (VectorDBPostProcessor attribute) (WindowedSentenceModel attribute) (ZeroShotRelationExtractionModel attribute), [1], [2] sortBy (VectorDBPostProcessor attribute) sortByBegin (AssertionMerger attribute) SourceTrackingMetadataParams (class in sparknlp_jsl.annotator.source_tracking_metadata_params) spark (Compatibility attribute) (Deidentifier attribute) (StructuredDeidentification attribute) (TextToDocumentsColumns attribute) spark_version() (AnnotationToolJsonReader method) (CantemistReader method) (CodiEspReader method) (NerCrfEvaluation method) (NerDLEvaluation method) (NerDLMetrics method) (NorvigSpellEvaluation method) (POSEvaluation method) (SymSpellEvaluation method) (SynonymAugmentationUMLS method) sparknlp_jsl module, [1], [2] sparknlp_jsl.alab module sparknlp_jsl.annotator module, [1] sparknlp_jsl.annotator.annotation_merger module sparknlp_jsl.annotator.assertion module sparknlp_jsl.annotator.assertion.assertion_chunk_converter module sparknlp_jsl.annotator.assertion.assertion_dl_reg module sparknlp_jsl.annotator.assertion.assertion_merger module sparknlp_jsl.annotator.assertion.assertionDL module sparknlp_jsl.annotator.assertion.contextual_assertion module sparknlp_jsl.annotator.assertion.fewshot_assertion_sentence_converter module sparknlp_jsl.annotator.chunk2_token module sparknlp_jsl.annotator.chunker module sparknlp_jsl.annotator.chunker.assertion_filterer module sparknlp_jsl.annotator.chunker.chunk_converter module sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction module sparknlp_jsl.annotator.chunker.chunk_sentence_splitter module sparknlp_jsl.annotator.chunker.chunker_filterer module sparknlp_jsl.annotator.chunker.chunkmapper module sparknlp_jsl.annotator.chunker.chunkmapper_filterer module sparknlp_jsl.annotator.chunker.docmapper module sparknlp_jsl.annotator.chunker.mapper2_chunk module sparknlp_jsl.annotator.classification module sparknlp_jsl.annotator.classification.document_log_classifier module sparknlp_jsl.annotator.classification.document_ml_classifier module sparknlp_jsl.annotator.classification.few_shot_assertion_classifier module sparknlp_jsl.annotator.classification.few_shot_classifier module sparknlp_jsl.annotator.classification.generic_log_reg_classifier module sparknlp_jsl.annotator.classification.generic_svm_classifier module sparknlp_jsl.annotator.classification.large_few_shot_classifier module sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification module sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier module sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification module sparknlp_jsl.annotator.context module sparknlp_jsl.annotator.context.contextual_entity_filterer module sparknlp_jsl.annotator.context.contextual_parser module sparknlp_jsl.annotator.deid module sparknlp_jsl.annotator.deid.deidentication_params module sparknlp_jsl.annotator.deid.deIdentification module sparknlp_jsl.annotator.deid.doccument_hashcoder module sparknlp_jsl.annotator.deid.light_deIdentification module sparknlp_jsl.annotator.deid.name_obfuscator module sparknlp_jsl.annotator.deid.reIdentification module sparknlp_jsl.annotator.deid.replacer module sparknlp_jsl.annotator.disambiguation module sparknlp_jsl.annotator.disambiguation.ner_disambiguator module sparknlp_jsl.annotator.doc2_chunk_internal module sparknlp_jsl.annotator.document_filterer_by_classifier module sparknlp_jsl.annotator.document_filterer_by_ner module sparknlp_jsl.annotator.embeddings module sparknlp_jsl.annotator.embeddings.average_embeddings module sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings module sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings module sparknlp_jsl.annotator.embeddings.extractive_summarization module sparknlp_jsl.annotator.er module sparknlp_jsl.annotator.er.entity_ruler_internal module sparknlp_jsl.annotator.feature_assembler module sparknlp_jsl.annotator.filtering_params module sparknlp_jsl.annotator.flattener module sparknlp_jsl.annotator.generic_classifier module sparknlp_jsl.annotator.generic_classifier.generic_classifier module sparknlp_jsl.annotator.handle_exception_params module sparknlp_jsl.annotator.matcher module sparknlp_jsl.annotator.matcher.text_matcher_internal module sparknlp_jsl.annotator.medical_llm module sparknlp_jsl.annotator.medical_llm.medical_llm module sparknlp_jsl.annotator.merge module sparknlp_jsl.annotator.merge.chunk_merge module sparknlp_jsl.annotator.merge.re_chunk_merger module sparknlp_jsl.annotator.multi_chunk2_doc module sparknlp_jsl.annotator.ner module sparknlp_jsl.annotator.ner.iob_tagger module sparknlp_jsl.annotator.ner.medical_ner module sparknlp_jsl.annotator.ner.ner_chunker module sparknlp_jsl.annotator.ner.ner_converter_internal module sparknlp_jsl.annotator.ner.ner_template_render module sparknlp_jsl.annotator.ner.zero_shot_ner module sparknlp_jsl.annotator.normalizer module sparknlp_jsl.annotator.normalizer.date_normalizer module sparknlp_jsl.annotator.normalizer.drug_normalizer module sparknlp_jsl.annotator.params module sparknlp_jsl.annotator.params.reset_sentence_indices_param module sparknlp_jsl.annotator.qa module sparknlp_jsl.annotator.qa.beam_search_params module sparknlp_jsl.annotator.qa.medical_qa module sparknlp_jsl.annotator.qa.qa_ner_generator module sparknlp_jsl.annotator.rag module sparknlp_jsl.annotator.rag.context_split_assembler module sparknlp_jsl.annotator.rag.vectordb_post_processor module sparknlp_jsl.annotator.re module sparknlp_jsl.annotator.re.relation_extraction module sparknlp_jsl.annotator.re.relation_extraction_dl module sparknlp_jsl.annotator.re.relation_ner_chunk_filter module sparknlp_jsl.annotator.re.zero_shot_relation_extraction module sparknlp_jsl.annotator.regex module sparknlp_jsl.annotator.regex.regex_matcher module sparknlp_jsl.annotator.resolution module sparknlp_jsl.annotator.resolution.resolver_merger module sparknlp_jsl.annotator.resolution.sentence_entity_resolver module sparknlp_jsl.annotator.resolution2_chunk module sparknlp_jsl.annotator.router module sparknlp_jsl.annotator.seq2seq module sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder module sparknlp_jsl.annotator.seq2seq.medical_summarizer module sparknlp_jsl.annotator.seq2seq.medical_text_generator module sparknlp_jsl.annotator.seq2seq.text2sql module sparknlp_jsl.annotator.source_tracking_metadata_params module sparknlp_jsl.annotator.splitter module sparknlp_jsl.annotator.splitter.internal_document_splitter module sparknlp_jsl.annotator.tf_graph_builder module sparknlp_jsl.annotator.white_black_list_params module sparknlp_jsl.annotator.windowed module sparknlp_jsl.annotator.windowed.windowed_sentence module sparknlp_jsl.base module sparknlp_jsl.common module sparknlp_jsl.common.annotator_approach_internal module sparknlp_jsl.common.annotator_model_internal module sparknlp_jsl.common.annotator_properties_internal module sparknlp_jsl.compatibility module sparknlp_jsl.custom_transformer module sparknlp_jsl.deidentification_module module sparknlp_jsl.eval module sparknlp_jsl.finance module, [1] sparknlp_jsl.finance.chunk_classification module sparknlp_jsl.finance.chunk_classification.assertion module sparknlp_jsl.finance.chunk_classification.assertion.assertionDL module sparknlp_jsl.finance.chunk_classification.deid module sparknlp_jsl.finance.chunk_classification.deid.deIdentification module sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder module sparknlp_jsl.finance.chunk_classification.resolution module sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper module sparknlp_jsl.finance.chunk_classification.resolution.docmapper module sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver module sparknlp_jsl.finance.graph module sparknlp_jsl.finance.graph.relation_extraction module sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl module sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction module sparknlp_jsl.finance.sequence_classification module sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification module sparknlp_jsl.finance.sequence_classification.finance_classifier_dl module sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier module sparknlp_jsl.finance.sequence_classification.finance_few_shot_classifier module sparknlp_jsl.finance.sequence_generation module sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder module sparknlp_jsl.finance.sequence_generation.finance_qa module sparknlp_jsl.finance.sequence_generation.finance_summarizer module sparknlp_jsl.finance.sequence_generation.finance_text_generator module sparknlp_jsl.finance.sequence_generation.qa_ner_generator module sparknlp_jsl.finance.token_classification module sparknlp_jsl.finance.token_classification.ner module sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier module sparknlp_jsl.finance.token_classification.ner.finance_ner module sparknlp_jsl.finance.token_classification.ner.zero_shot_ner module sparknlp_jsl.functions module sparknlp_jsl.internal module sparknlp_jsl.legal module, [1] sparknlp_jsl.legal.chunk_classification module sparknlp_jsl.legal.chunk_classification.assertion module sparknlp_jsl.legal.chunk_classification.assertion.assertionDL module sparknlp_jsl.legal.chunk_classification.deid module sparknlp_jsl.legal.chunk_classification.deid.deIdentification module sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder module sparknlp_jsl.legal.chunk_classification.resolution module sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper module sparknlp_jsl.legal.chunk_classification.resolution.docmapper module sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver module sparknlp_jsl.legal.graph module sparknlp_jsl.legal.graph.relation_extraction module sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl module sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction module sparknlp_jsl.legal.sequence_classification module sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification module sparknlp_jsl.legal.sequence_classification.legal_classifier_dl module sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier module sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier module sparknlp_jsl.legal.sequence_generation module sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder module sparknlp_jsl.legal.sequence_generation.legal_qa module sparknlp_jsl.legal.sequence_generation.legal_summarizer module sparknlp_jsl.legal.sequence_generation.legal_text_generator module sparknlp_jsl.legal.sequence_generation.qa_ner_generator module sparknlp_jsl.legal.token_classification module sparknlp_jsl.legal.token_classification.ner module sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier module sparknlp_jsl.legal.token_classification.ner.legal_ner module sparknlp_jsl.legal.token_classification.ner.zero_shot_ner module sparknlp_jsl.llm module sparknlp_jsl.llm.llm_loader module sparknlp_jsl.modelTracer module sparknlp_jsl.pipeline_output_parser module sparknlp_jsl.pipeline_tracer module sparknlp_jsl.pretrained module sparknlp_jsl.structured_deidentification module sparknlp_jsl.text_to_documents_columns module sparknlp_jsl.training module sparknlp_jsl.training_log_parser module sparknlp_jsl.transpiler module sparknlp_jsl.transpiler.builder module sparknlp_jsl.transpiler.class_names module sparknlp_jsl.transpiler.converter module sparknlp_jsl.transpiler.externalSources module sparknlp_jsl.transpiler.nlu_2_python module sparknlp_jsl.transpiler.python_2_scala module sparknlp_jsl.transpiler.source_loader module sparknlp_jsl.transpiler.uploader module sparknlp_jsl.updateModels module sparknlp_jsl.util module sparknlp_jsl.utils module, [1] sparknlp_jsl.utils.alab_utils module sparknlp_jsl.utils.conll_parse module sparknlp_jsl.utils.deidentification_utils module sparknlp_jsl.utils.imports module sparknlp_jsl.utils.java_helper module sparknlp_jsl.utils.licensed_annotator_type module sparknlp_jsl.utils.log_parse module sparknlp_jsl.utils.ner_utils module sparknlp_jsl.utils.ocr_nlp_processor module sparknlp_jsl.utils.ocr_utils module sparknlp_jsl.utils.risk_adjustment_utils module sparknlp_jsl.utils.run_transpiled_code module sparknlp_jsl.utils.training_log_parser_utils module sparknlp_jsl.utils.visualner_annotations_parser module split_tag() (in module sparknlp_jsl.utils.training_log_parser_utils) splitMode (InternalDocumentSplitter attribute) splitPatterns (InternalDocumentSplitter attribute) splitter (in module sparknlp_jsl.annotator) SQL (InternalAnnotatorType attribute) stage (PipelineStage attribute) StageField (class in sparknlp_jsl.pipeline_tracer) standardFieldKey (ChunkConverter attribute) (NerConverterInternal attribute) (SourceTrackingMetadataParams attribute) start() (in module sparknlp_jsl), [1], [2] startCol (AssertionDLApproach attribute), [1], [2] (AssertionLogRegApproach attribute) (AssertionLogRegModel attribute) (Doc2ChunkInternal attribute) startColByTokenIndex (Doc2ChunkInternal attribute) starts_with_finance() (in module sparknlp_jsl.transpiler.nlu_2_python) starts_with_legal() (in module sparknlp_jsl.transpiler.nlu_2_python) starts_with_medical() (in module sparknlp_jsl.transpiler.nlu_2_python) staticEntityMappings (Replacer attribute) staticEntityMappingsFallback (Replacer attribute), [1] stopAtEos (FinanceEncoderDecoder attribute) (FinanceSummarizer attribute) (FinanceTextGenerator attribute) (LegalEncoderDecoder attribute) (LegalSummarizer attribute) (LegalTextGenerator attribute) (MedicalEncoderDecoder attribute) (MedicalSummarizer attribute) (MedicalTextGenerator attribute) (Text2SQL attribute) stopStrings (MedicalLLM attribute) storagePath (EntityRulerInternalApproach attribute) storageRef (AssertionDLModel attribute), [1], [2] (AssertionLogRegModel attribute) (BertSentenceChunkEmbeddings attribute) (ChunkKeyPhraseExtraction attribute) (EntityChunkEmbeddings attribute) (EntityRulerInternalApproach attribute) (EntityRulerInternalModel attribute) (FinanceClassifierDLModel attribute) (FinanceNerModel attribute) (LegalClassifierDLModel attribute) (LegalNerModel attribute) (MedicalNerModel attribute) strategy (RegexMatcherInternal attribute) strategyType (FinanceNerQuestionGenerator attribute) (LegalNerQuestionGenerator attribute) (NerQuestionGenerator attribute) strip_json_entities() (in module sparknlp_jsl.utils.alab_utils) structured_deidentifier() (in module sparknlp_jsl.utils.deidentification_utils) StructuredDeidentification (class in sparknlp_jsl.structured_deidentification) suffix (MultiChunk2Doc attribute) summarySize (ExtractiveSummarization attribute) SymSpellEvaluation (class in sparknlp_jsl.eval) SynonymAugmentationUMLS (class in sparknlp_jsl.training) systemPrompt (MedicalLLM attribute)

T

tableLimit (Text2SQL attribute) targetEntities (EntityChunkEmbeddings attribute) TargetEntities() (in module sparknlp_jsl.internal) targetNerLabels (AssertionDLModel attribute), [1], [2] (AssertionLogRegApproach attribute) (AssertionLogRegModel attribute) task (FinanceEncoderDecoder attribute) (FinanceSummarizer attribute) (LegalEncoderDecoder attribute) (LegalSummarizer attribute) (MedicalEncoderDecoder attribute) (MedicalSummarizer attribute) temperature (MedicalLLM attribute) templates (NerTemplateRenderModel attribute) tensorSplit (MedicalLLM attribute) testDataset (AssertionDLApproach attribute), [1], [2] (FinanceClassifierDLApproach attribute) (FinanceNerApproach attribute) (LegalClassifierDLApproach attribute) (LegalNerApproach attribute) (MedicalNerApproach attribute) Text2SQL (class in sparknlp_jsl.annotator.seq2seq.text2sql) TextMatcherInternal (class in sparknlp_jsl.annotator.matcher.text_matcher_internal) TextMatcherInternalModel (class in sparknlp_jsl.annotator.matcher.text_matcher_internal) TextToDocumentsColumns (class in sparknlp_jsl.text_to_documents_columns) tf_graph (in module sparknlp_jsl.training) tf_graph_1x (in module sparknlp_jsl.training) TFGraphBuilder (class in sparknlp_jsl.annotator.tf_graph_builder) TFGraphBuilderModel (class in sparknlp_jsl.annotator.tf_graph_builder) tfsZ (MedicalLLM attribute) threshold (CommonNerConverterInternalParams attribute) (NerConverterInternal attribute) (NerConverterInternalModel attribute) (SentenceEntityResolverApproach attribute), [1], [2] (SentenceResolverParams attribute) to_python() (in module sparknlp_jsl.transpiler.nlu_2_python) toDocumentsColumns() (TextToDocumentsColumns method) toDocumentsColumnsWithId() (TextToDocumentsColumns method) toEntityBeginCol (RelationExtractionApproach attribute) toEntityEndCol (RelationExtractionApproach attribute) toEntityLabelCol (RelationExtractionApproach attribute) token (Deidentifier attribute) token_pipeline_initialized (in module sparknlp_jsl.utils.alab_utils) tokenSearch (NerDisambiguator attribute) (NerDisambiguatorModel attribute) tol (DocumentLogRegClassifierApproach attribute) (DocumentMLClassifierApproach attribute) (FinanceDocumentMLClassifierApproach attribute) (LegalDocumentMLClassifierApproach attribute) topK (BeamSearchParams attribute) (FinanceEncoderDecoder attribute) (FinanceQuestionAnswering attribute) (FinanceSummarizer attribute) (FinanceTextGenerator attribute) (LegalEncoderDecoder attribute) (LegalQuestionAnswering attribute) (LegalSummarizer attribute) (LegalTextGenerator attribute) (MedicalEncoderDecoder attribute) (MedicalLLM attribute) (MedicalQuestionAnswering attribute) (MedicalSummarizer attribute) (MedicalTextGenerator attribute) (Text2SQL attribute) topN (ChunkKeyPhraseExtraction attribute) topP (MedicalLLM attribute) trainingClassDistribution (FinanceNerModel attribute) (LegalNerModel attribute) (MedicalNerModel attribute) transform() (AnnotationMerger method) (AnnotatorModelInternal method) (AssertionChunkConverter method) (AssertionDLModel method), [1], [2] (AssertionFilterer method) (AssertionLogRegModel method) (AssertionMerger method) (AverageEmbeddings method) (BertSentenceChunkEmbeddings method) (Chunk2Token method) (ChunkConverter method) (ChunkFilterer method) (ChunkKeyPhraseExtraction method) (ChunkMapperFilterer method) (ChunkMapperModel method), [1], [2] (ChunkMergeModel method) (ChunkSentenceSplitter method) (ContextSplitAssembler method) (ContextualAssertion method) (ContextualEntityFilterer method) (ContextualParserModel method) (CustomTransformer method) (DateNormalizer method) (DeIdentificationModel method), [1], [2] (Doc2ChunkInternal method) (DocMapperModel method), [1], [2] (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (DocumentHashCoder method) (DocumentLogRegClassifierModel method) (DocumentMLClassifierModel method) (DrugNormalizer method) (EntityChunkEmbeddings method) (EntityRulerInternalModel method) (ExtractiveSummarization method) (FeaturesAssembler method) (FewShotAssertionClassifierModel method) (FewShotAssertionSentenceConverter method) (FewShotClassifierModel method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (FinanceClassifierDLModel method) (FinanceDocumentHashCoder method) (FinanceDocumentMLClassifierModel method) (FinanceEncoderDecoder method) (FinanceFewShotClassifierModel method) (FinanceNerModel method) (FinanceNerQuestionGenerator method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (Flattener method) (GenericClassifierModel method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierModel method) (InternalDocumentSplitter method) (IOBTagger method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (LegalClassifierDLModel method) (LegalDocumentHashCoder method) (LegalDocumentMLClassifierModel method) (LegalEncoderDecoder method) (LegalFewShotClassifierModel method) (LegalNerModel method) (LegalNerQuestionGenerator method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (LightDeIdentification method) (LLMLoader method) (Mapper2Chunk method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MedicalEncoderDecoder method) (MedicalLLM method) (MedicalNerModel method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (MultiChunk2Doc method) (NameChunkObfuscator method) (NerChunker method) (NerConverterInternalModel method) (NerDisambiguatorModel method) (NerQuestionGenerator method) (NerTemplateRenderModel method) (PosologyREModel method) (REChunkMerger method) (RegexMatcherInternalModel method) (ReIdentification method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (RENerChunksFilter method) (Replacer method) (Resolution2Chunk method) (ResolverMerger method) (Router method) (SentenceEntityResolverModel method), [1], [2] (Text2SQL method) (TextMatcherInternalModel method) (TFGraphBuilderModel method) (VectorDBPostProcessor method) (WindowedSentenceModel method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2]

transformer_seq_classification (in module sparknlp_jsl) trimWhitespace (InternalDocumentSplitter attribute) typicalP (MedicalLLM attribute)

U

uc (FinanceNerApproach attribute) (LegalNerApproach attribute) (MedicalNerApproach attribute) uid (AnnotationMerger attribute) (AnnotatorApproachInternal attribute) (AnnotatorModelInternal attribute) (AnnotatorPropertiesInternal attribute) (AssertionChunkConverter attribute) (AssertionDLApproach attribute), [1], [2] (AssertionDLModel attribute), [1], [2] (AssertionFilterer attribute) (AssertionLogRegApproach attribute) (AssertionLogRegModel attribute) (AssertionMerger attribute) (AverageEmbeddings attribute) (BertSentenceChunkEmbeddings attribute) (Chunk2Token attribute) (ChunkConverter attribute) (ChunkFilterer attribute) (ChunkFiltererApproach attribute) (ChunkKeyPhraseExtraction attribute) (ChunkMapperApproach attribute), [1], [2] (ChunkMapperFilterer attribute) (ChunkMapperModel attribute), [1], [2] (ChunkMergeApproach attribute) (ChunkMergeModel attribute) (ChunkSentenceSplitter attribute) (ContextSplitAssembler attribute) (ContextualAssertion attribute) (ContextualEntityFilterer attribute) (ContextualParserApproach attribute) (ContextualParserModel attribute) (CustomTransformer attribute) (DateNormalizer attribute) (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (Doc2ChunkInternal attribute) (DocMapperApproach attribute), [1], [2] (DocMapperModel attribute), [1], [2] (DocumentFiltererByClassifier attribute) (DocumentFiltererByNER attribute) (DocumentHashCoder attribute) (DocumentLogRegClassifierApproach attribute) (DocumentLogRegClassifierModel attribute) (DocumentMLClassifierApproach attribute) (DocumentMLClassifierModel attribute) (DrugNormalizer attribute) (EntityChunkEmbeddings attribute) (EntityRulerInternalApproach attribute) (EntityRulerInternalModel attribute) (ExtractiveSummarization attribute) (FeaturesAssembler attribute) (FewShotAssertionClassifierApproach attribute) (FewShotAssertionClassifierModel attribute) (FewShotAssertionSentenceConverter attribute) (FewShotClassifierApproach attribute) (FewShotClassifierModel attribute) (FinanceBertForSequenceClassification attribute) (FinanceBertForTokenClassification attribute) (FinanceClassifierDLApproach attribute) (FinanceClassifierDLModel attribute) (FinanceDocumentHashCoder attribute) (FinanceDocumentMLClassifierApproach attribute) (FinanceDocumentMLClassifierModel attribute) (FinanceEncoderDecoder attribute) (FinanceFewShotClassifierApproach attribute) (FinanceFewShotClassifierModel attribute) (FinanceNerApproach attribute) (FinanceNerModel attribute) (FinanceNerQuestionGenerator attribute) (FinanceQuestionAnswering attribute) (FinanceSummarizer attribute) (FinanceTextGenerator attribute) (Flattener attribute) (GenericClassifierApproach attribute) (GenericClassifierModel attribute) (GenericLogRegClassifierApproach attribute) (GenericLogRegClassifierModel attribute) (GenericREModel attribute) (GenericSVMClassifierApproach attribute) (GenericSVMClassifierModel attribute) (InternalDocumentSplitter attribute) (IOBTagger attribute) (LargeFewShotClassifierModel attribute) (LegalBertForSequenceClassification attribute) (LegalBertForTokenClassification attribute) (LegalClassifierDLApproach attribute) (LegalClassifierDLModel attribute) (LegalDocumentHashCoder attribute) (LegalDocumentMLClassifierApproach attribute) (LegalDocumentMLClassifierModel attribute) (LegalEncoderDecoder attribute) (LegalFewShotClassifierApproach attribute) (LegalFewShotClassifierModel attribute) (LegalNerApproach attribute) (LegalNerModel attribute) (LegalNerQuestionGenerator attribute) (LegalQuestionAnswering attribute) (LegalSummarizer attribute) (LegalTextGenerator attribute) (LightDeIdentification attribute) (LLMLoader attribute) (Mapper2Chunk attribute) (MedicalBertForSequenceClassification attribute) (MedicalBertForTokenClassifier attribute) (MedicalDistilBertForSequenceClassification attribute) (MedicalEncoderDecoder attribute) (MedicalLLM attribute) (MedicalNerApproach attribute) (MedicalNerModel attribute) (MedicalQuestionAnswering attribute) (MedicalSummarizer attribute) (MedicalTextGenerator attribute) (MultiChunk2Doc attribute) (NameChunkObfuscator attribute) (NameChunkObfuscatorApproach attribute) (NerChunker attribute) (NerConverterInternal attribute) (NerConverterInternalModel attribute) (NerDisambiguator attribute) (NerDisambiguatorModel attribute) (NerQuestionGenerator attribute) (NerTemplateRenderModel attribute) (PipelineStage attribute) (PosologyREModel attribute) (REChunkMerger attribute) (RegexMatcherInternal attribute) (RegexMatcherInternalModel attribute) (ReIdentification attribute) (RelationExtractionApproach attribute) (RelationExtractionDLModel attribute), [1], [2] (RelationExtractionModel attribute) (RENerChunksFilter attribute) (Replacer attribute) (Resolution2Chunk attribute) (ResolverMerger attribute) (Router attribute) (SentenceEntityResolverApproach attribute), [1], [2] (SentenceEntityResolverModel attribute), [1], [2] (Text2SQL attribute) (TextMatcherInternal attribute) (TextMatcherInternalModel attribute) (TFGraphBuilder attribute) (TFGraphBuilderModel attribute) (VectorDBPostProcessor attribute) (WindowedSentenceModel attribute) (ZeroShotNerModel attribute), [1], [2] (ZeroShotRelationExtractionModel attribute), [1], [2]

unnormalized_date (Deidentifier attribute) unnormalized_mode (Deidentifier attribute) unnormalizedDateMode (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) (LightDeIdentification attribute) update_columns_maps() (PipelineOutputParser method) update_md_file() (in module sparknlp_jsl.transpiler.source_loader) update_md_file_for_working_scala_code() (in module sparknlp_jsl.transpiler.source_loader) updateCacheModels() (UpdateModels static method) UpdateModels (class in sparknlp_jsl.updateModels) updateModels() (UpdateModels static method) upload_preannotations() (AnnotationLab method) upload_scala_code_in_md_file() (in module sparknlp_jsl.transpiler.uploader) upload_tasks() (AnnotationLab method) useAuxLabel (SentenceEntityResolverApproach attribute), [1], [2] (SentenceEntityResolverModel attribute), [1], [2] useBestModel (FinanceNerApproach attribute) (LegalNerApproach attribute) (MedicalNerApproach attribute) useCache (FinanceEncoderDecoder attribute) (FinanceQuestionAnswering attribute) (FinanceSummarizer attribute) (FinanceTextGenerator attribute) (LegalEncoderDecoder attribute) (LegalQuestionAnswering attribute) (LegalSummarizer attribute) (LegalTextGenerator attribute) (MedicalEncoderDecoder attribute) (MedicalQuestionAnswering attribute) (MedicalSummarizer attribute) (MedicalTextGenerator attribute) (Text2SQL attribute) useChatTemplate (MedicalLLM attribute) useContrib (FinanceNerApproach attribute) (LegalNerApproach attribute) (MedicalNerApproach attribute) useMlock (MedicalLLM attribute) useMmap (MedicalLLM attribute) useRelationDirection (TFGraphBuilder attribute) useReplacement (Replacer attribute), [1] username (AnnotationLab attribute) useShifDays (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute) useShiftDays (LightDeIdentification attribute) useStorage (EntityRulerInternalApproach attribute)

V

validationSplit (AssertionDLApproach attribute), [1], [2] (FewShotAssertionClassifierApproach attribute) (FewShotClassifierApproach attribute) (FinanceClassifierDLApproach attribute) (FinanceFewShotClassifierApproach attribute) (FinanceNerApproach attribute) (GenericClassifierApproach attribute) (GenericLogRegClassifierApproach attribute) (GenericSVMClassifierApproach attribute) (LegalClassifierDLApproach attribute) (LegalFewShotClassifierApproach attribute) (LegalNerApproach attribute) (MedicalNerApproach attribute) (RelationExtractionApproach attribute) value (StageField attribute) VECTOR_SIMILARITY_RANKINGS (InternalAnnotatorType attribute) VectorDBPostProcessor (class in sparknlp_jsl.annotator.rag.vectordb_post_processor)

vectorizationModel (DocumentLogRegClassifierModel attribute) (DocumentMLClassifierModel attribute) (FinanceDocumentMLClassifierModel attribute) (LegalDocumentMLClassifierModel attribute) vectorizationModelPath (DocumentLogRegClassifierApproach attribute) (DocumentMLClassifierApproach attribute) (FinanceDocumentMLClassifierApproach attribute) (LegalDocumentMLClassifierApproach attribute) verbose (AssertionDLApproach attribute), [1], [2] (FinanceClassifierDLApproach attribute) (FinanceNerApproach attribute) (LegalClassifierDLApproach attribute) (LegalNerApproach attribute) (MedicalNerApproach attribute) version() (in module sparknlp_jsl), [1], [2] version_regex (in module sparknlp_jsl) visualner_annotations_to_conll() (in module sparknlp_jsl.utils.visualner_annotations_parser)

W

WhiteBlackListParams (class in sparknlp_jsl.annotator.white_black_list_params) whiteList (AssertionFilterer attribute) (AssertionMerger attribute) (ChunkFilterer attribute) (ChunkFiltererApproach attribute) (ChunkMergeApproach attribute) (ChunkMergeModel attribute) (CommonNerConverterInternalParams attribute) (DocumentFiltererByClassifier attribute) (DocumentFiltererByNER attribute) (FilteringParams attribute) (MultiChunk2Doc attribute) (NerConverterInternal attribute) (NerConverterInternalModel attribute) (WhiteBlackListParams attribute) windowed (in module sparknlp_jsl.annotator) WindowedParams (class in sparknlp_jsl.annotator.windowed.windowed_sentence) WindowedSentenceModel (class in sparknlp_jsl.annotator.windowed.windowed_sentence) windowSize (WindowedParams attribute) (WindowedSentenceModel attribute) write() (AnnotationMerger method) (AnnotatorApproachInternal method) (AnnotatorModelInternal method) (AssertionChunkConverter method) (AssertionDLApproach method), [1], [2] (AssertionDLModel method), [1], [2] (AssertionFilterer method) (AssertionLogRegApproach method) (AssertionLogRegModel method) (AssertionMerger method) (AverageEmbeddings method) (BertSentenceChunkEmbeddings method) (Chunk2Token method) (ChunkConverter method) (ChunkFilterer method) (ChunkFiltererApproach method) (ChunkKeyPhraseExtraction method) (ChunkMapperApproach method), [1], [2] (ChunkMapperFilterer method) (ChunkMapperModel method), [1], [2] (ChunkMergeApproach method) (ChunkMergeModel method) (ChunkSentenceSplitter method) (ContextSplitAssembler method) (ContextualAssertion method) (ContextualEntityFilterer method) (ContextualParserApproach method) (ContextualParserModel method) (CustomTransformer method) (DateNormalizer method) (DeIdentification method), [1], [2] (DeIdentificationModel method), [1], [2] (Doc2ChunkInternal method) (DocMapperApproach method), [1], [2] (DocMapperModel method), [1], [2] (DocumentFiltererByClassifier method) (DocumentFiltererByNER method) (DocumentHashCoder method) (DocumentLogRegClassifierApproach method) (DocumentLogRegClassifierModel method) (DocumentMLClassifierApproach method) (DocumentMLClassifierModel method) (DrugNormalizer method) (EntityChunkEmbeddings method) (EntityRulerInternalApproach method) (EntityRulerInternalModel method) (ExtractiveSummarization method) (FeaturesAssembler method) (FewShotAssertionClassifierApproach method) (FewShotAssertionClassifierModel method) (FewShotAssertionSentenceConverter method) (FewShotClassifierApproach method) (FewShotClassifierModel method) (FinanceBertForSequenceClassification method) (FinanceBertForTokenClassification method) (FinanceClassifierDLApproach method) (FinanceClassifierDLModel method) (FinanceDocumentHashCoder method) (FinanceDocumentMLClassifierApproach method) (FinanceDocumentMLClassifierModel method) (FinanceEncoderDecoder method) (FinanceFewShotClassifierApproach method) (FinanceFewShotClassifierModel method) (FinanceNerApproach method) (FinanceNerModel method) (FinanceNerQuestionGenerator method) (FinanceQuestionAnswering method) (FinanceSummarizer method) (FinanceTextGenerator method) (Flattener method) (GenericClassifierApproach method) (GenericClassifierModel method) (GenericLogRegClassifierApproach method) (GenericLogRegClassifierModel method) (GenericREModel method) (GenericSVMClassifierApproach method) (GenericSVMClassifierModel method) (InternalDocumentSplitter method) (IOBTagger method) (LargeFewShotClassifierModel method) (LegalBertForSequenceClassification method) (LegalBertForTokenClassification method) (LegalClassifierDLApproach method) (LegalClassifierDLModel method) (LegalDocumentHashCoder method) (LegalDocumentMLClassifierApproach method) (LegalDocumentMLClassifierModel method) (LegalEncoderDecoder method) (LegalFewShotClassifierApproach method) (LegalFewShotClassifierModel method) (LegalNerApproach method) (LegalNerModel method) (LegalNerQuestionGenerator method) (LegalQuestionAnswering method) (LegalSummarizer method) (LegalTextGenerator method) (LightDeIdentification method) (Mapper2Chunk method) (MedicalBertForSequenceClassification method) (MedicalBertForTokenClassifier method) (MedicalDistilBertForSequenceClassification method) (MedicalEncoderDecoder method) (MedicalLLM method) (MedicalNerApproach method) (MedicalNerModel method) (MedicalQuestionAnswering method) (MedicalSummarizer method) (MedicalTextGenerator method) (MultiChunk2Doc method) (NameChunkObfuscator method) (NameChunkObfuscatorApproach method) (NerChunker method) (NerConverterInternal method) (NerConverterInternalModel method) (NerDisambiguator method) (NerDisambiguatorModel method) (NerQuestionGenerator method) (NerTemplateRenderModel method) (PosologyREModel method) (REChunkMerger method) (RegexMatcherInternal method) (RegexMatcherInternalModel method) (ReIdentification method) (RelationExtractionApproach method) (RelationExtractionDLModel method), [1], [2] (RelationExtractionModel method) (RENerChunksFilter method) (Replacer method) (Resolution2Chunk method) (ResolverMerger method) (Router method) (SentenceEntityResolverApproach method), [1], [2] (SentenceEntityResolverModel method), [1], [2] (Text2SQL method) (TextMatcherInternal method) (TextMatcherInternalModel method) (TFGraphBuilder method) (TFGraphBuilderModel method) (VectorDBPostProcessor method) (WindowedSentenceModel method) (ZeroShotNerModel method), [1], [2] (ZeroShotRelationExtractionModel method), [1], [2]

write_CONLL() (in module sparknlp_jsl.utils.visualner_annotations_parser)

Y

yarnAttnFactor (MedicalLLM attribute) yarnBetaFast (MedicalLLM attribute)

yarnBetaSlow (MedicalLLM attribute) yarnExtFactor (MedicalLLM attribute) yarnOrigCtx (MedicalLLM attribute)

Z

ZeroShotNerModel (class in sparknlp_jsl.annotator.ner.zero_shot_ner) (class in sparknlp_jsl.finance.token_classification.ner.zero_shot_ner) (class in sparknlp_jsl.legal.token_classification.ner.zero_shot_ner) ZeroShotRelationExtractionModel (class in sparknlp_jsl.annotator.re.zero_shot_relation_extraction) (class in sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction) (class in sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction)

zipCodeTag (DeIdentification attribute), [1], [2] (DeIdentificationModel attribute), [1], [2] (DeIdentificationParams attribute)