Introductions to Spark NLP
Videos
Articles
Introducing the Natural Language Processing Library for Apache SparkDavid Talby - October 19, 2017
Improving Clinical Document Understanding on COVID-19 Research with Spark NLPVeysel Kocaman, David Talby - 7 December, 2020
A Google Colab Notebook Introducing Spark NLPVeysel Kocaman - September, 2020
State-of-the-art Natural Language Processing at ScaleDavid Talby - April 13, 2020
How to Wrap Your Head Around Spark NLPMustafa Aytuğ Kaya - August 25, 2020
5 Reasons Why Spark NLP Is The Most Widely Used Library In EnterprisesAmbika Choudhury - May 28, 2019
My Experience with SparkNLP Workshop & CertificationAngelina Maria Leigh - August 17, 2020
Out of the box Spark NLP models in actionDia Trambitas - August 14, 2020
Get started with Machine Learning in Java using Spark NLPWill Price - August 27, 2020
Python’s NLU Library
Videos
Articles
1 line to GLOVE Word Embeddings with NLU in PythonChristian Kasim Loan - January 17, 2021
1 line to XLNET Word Embeddings with NLU in PythonChristian Kasim Loan - January 17, 2021
1 line to ALBERT Word Embeddings with NLU in PythonChristian Kasim Loan - January 17, 2021
1 line to COVIDBERT Word Embeddings with NLU in PythonChristian Kasim Loan - January 17, 2021
1 line to ELECTRA Word Embeddings with NLU in PythonChristian Kasim Loan - January 17, 2021
1 line to BioBERT Word Embeddings with NLU in PythonChristian Kasim Loan - January 17, 2021
1 Line of Code, 350 + NLP Models with John Snow Labs’ NLU in PythonChristian Kasim Loan - September 21, 2020
Easy sentence similarity with BERT Sentence Embeddings using John Snow Labs NLUChristian Kasim Loan - November 20, 2020
Training Deep Learning NLP Classifier TutorialChristian Kasim Loan - November 20, 2020
1 Python Line for ELMo Word Embeddings and t-SNE plots with John Snow Labs’ NLUChristian Kasim Loan - October 24, 2020
1 line of Python code for BERT, ALBERT, ELMO, ELECTRA, XLNET, GLOVE, Part of Speech with NLU and t-SNEChristian Kasim Loan - September 21, 2020
1 line to BERT Word Embeddings with NLU in PythonChristian Kasim Loan - September 21, 2020
Named Entity Recognition
Videos
Articles
State-of-the-art named entity recognition with BERTVeysel Kocaman - February 26th, 2020
State-of-the-art Named Entity Recognition in Spark NLPVeysel Kocaman
Spark NLP in action: intelligent, high-accuracy fact extraction from long financial documentsSaif Addin Ellafi - May 5, 2020
Named Entity Recognition (NER) with BERT in Spark NLPVeysel Kocaman - Mar 4, 2020
Document Classification
Videos
Articles
GloVe, ELMo & BERT. A guide to state-of-the-art text classification using Spark NLP
Ryan Burke - March 16, 2021
Distributed Topic Modelling using Spark NLP and Spark MLLib(LDA)Satish Silveri - June 11, 2020
Text Classification in Spark NLP with Bert and Universal Sentence EncodersVeysel Kocaman - April 12, 2020
Classification of Unstructured Documents into the Environmental, Social & Governance (ESG) TaxonomyAlina Petukhova - May, 2020
Using Spark NLP to build a drug discovery knowledge graph for COVID-19Vishnu Vettrivel, Alexander Thomas - October 8, 2020
Build Text Categorization Model with Spark NLPSatish Silveri - Jul 8 2020
Topic Modelling with PySpark and Spark NLPMaria Obedkova - May 29 2020
Spark NLP Tasks & Pipelines
Videos
Articles
Cleaning and extracting text from HTML/XML documents by using Spark NLPStefano Lori - January 13 2021
NER model with ELMo Embeddings in 5 minutes in Spark-NLPChristian Kasim Loan - Jule 2020
Applying Context Aware Spell Checking in Spark NLPAlberto Andreotti - May 2020
Spark nlp 2.5 delivers state-of-the-art accuracy for spell checking and sentiment analysisIda Lucente - May 12, 2020
Spark NLP 2.4: More Accurate NER, OCR, and Entity ResolutionIda Lucente - February 14, 2020
Introduction to Spark NLP: Foundations and Basic Components (Part-I)Veysel Kocaman - Sep 29, 2019
Introducing Spark NLP: Why would we need another NLP library (Part-I)Veysel Kocaman - October 22, 2019
Introducing Spark NLP: basic components and underlying technologies (Part-III)Veysel Kocaman - December 2, 2019
Explain document DL – Spark NLP pretrained pipelineVeysel Kocaman - January 15, 2020
Spark NLP Walkthrough, powered by TensorFlowSaif Addin Ellafi - Nov 19, 2018
Natural Language Processing with PySpark and Spark-NLPAllison Honold - Feb 5, 2020
Spark NLP for Healthcare
Videos
Articles
Named Entity Recognition for Healthcare with SparkNLP NerDL and NerCRFMaggie Yilmaz - Jul 20 2020
Using Spark NLP to Enable Real-World Evidence (RWE) and Clinical Decision Support in OncologyVeysel Kocaman - April 13, 2020
Applying State-of-the-art Natural Language Processing for Personalized HealthcareDavid Talby - April 13, 2020
Automated Mapping of Clinical Entities from Natural Language Text to Medical TerminologiesAndrés Fernández - April 29 2020
Contextual Parser in Spark NLP: Extracting Medical Entities ContextuallyAlina Petukhova - May 28 2020
Explain Clinical Document Spark NLP Pretrained PipelineVeysel Kocaman - January 20, 2020
Introducing Spark NLP: State of the art NLP Package (Part-II)Veysel Kocaman - January 20, 2020
Automated Adverse Drug Event (ADE) Detection from Text in Spark NLP with BioBertVeysel Kocaman - Octover 4, 2020
Spark OCR & De-Identification
Videos
Articles
A Unified CV, OCR & NLP Model Pipeline for Document Understanding at DocuSignPatrick Beukema, Michael Chertushkin - October 6, 2020
Scaling High-Accuracy Text Extraction from Images using Spark OCR on DatabricksMikola Melnyk - July 2, 2020
Spark NLP at Scale
Videos
Articles
Big Data Analysis of Meetup Events using Spark NLP, Kafka and Vegas VisualizationAndrei Deuşteanu - August 25, 2020
Setup Spark NLP on Databricks in 2 Minutes and get the taste of scalable NLPChristian Kasim Loan - May 25, 2020
Real-time trending topic detection using Spark NLP, Kafka and Vegas VisualizationValentina Crisan - Oct 15, 2020
Mueller Report for Nerds! Spark meets NLP with TensorFlow and BERTMaziyar Panahi - May 1, 2019
Spark in Docker in Kubernetes: A Practical Approach for Scalable NLPJürgen Schmidl - Jan 18 2020
Running Spark NLP in Docker Container for Named Entity Recognition and Other NLP FeaturesYuefeng Zhang - Jun 5 2020
Annotation Lab
Videos
Articles
Auto NLP: Pretrain, Tune & Deploy State-of-the-art Models Without CodingDia Trambitas - October 6, 2020
Lesson Learned annotating training data for healthcare NLP projectsRebecca Leung, Marianne Mak - October 8, 2020
Spark NLP Benchmarks
Articles
Biomedical Named Entity Recognition at ScaleVeysel Kocaman, David Talby - November 12, 2020
NLP Industry Survey Analysis: the industry landscape of natural language use cases in 2020Paco Nathan - October 6, 2020
Comparing the Functionality of Open Source Natural Language Processing LibrariesMaziyar Panahi and David Talby - April 7, 2019
SpaCy or Spark NLP — A Benchmarking ComparisonMustafa Aytuğ Kaya - Aug 27, 2020
Comparing production-grade NLP libraries: Training Spark-NLP and spaCy pipelinesSaif Addin Ellafi - February 28, 2018
Comparing production-grade NLP libraries: Running Spark-NLP and spaCy pipelinesSaif Addin Ellafi - February 28, 2018
Comparing production-grade NLP libraries: Accuracy, performance, and scalabilitySaif Addin Ellafi - February 28, 2018
Spark NLP Awards
Articles
John Snow Labs is healthcare tech outlook’s 2020 healthcare analytics provider of the yearIda Lucente - July 14, 2020
John Snow Labs wins the 2020 artificial intelligence excellence awardIda Lucente - April 27, 2020
John Snow Labs is named ‘2019 ai platform of the yearIda Lucente - August 14, 2019
Spark NLP is the world’s most widely used nlp library by enterprise practitionersIda Lucente - May 6, 2019
John Snow Labs’ spark nlp wins “most significant open source project” at the strata data awardsIda Lucente April 1 - 2019
John Snow Labs named “artificial intelligence solution provider of the year” by cio reviewIda Lucente - February 7, 2019