Spark NLP in Action

Spark NLP - English Infer Meaning & Intent  
Text summarization
Summarize text to make it shorter while retaining meaning.
Understand intent and actions in general commands
Extract intents in general commands related to music, restaurants, movies.
Infer word meaning from context
Compare the meaning of words in two different sentences and evaluate ambiguous pronouns.
Assess relationship between two sentences
Evaluate the relationship between two sentences or text fragments to identify things such as contradictions, entailments and premises & hypotheses
Detect similar sentences
Automatically compute the similarity between two sentences using Spark NLP Universal Sentence Embeddings.
Automatically answer questions
Automatically generate answers to questions with & without context
Understand questions about Airline Traffic
Automatically detect key entities related to airline traffic, such as departure and arrival times and locations.
Extract graph entities and relations
This demo shows how knowledge graphs entities and relations can be extracted from texts.
SQL Query Generation
This demo shows how to generate SQL code from natural language text.
Text Generation with GPT-2
This demo shows how to generate text using GPT-2 Transformer.