Taxonomy of Natural Language Processing Tasks
Contents
Natural Language Inference(NLI) / Textual Entailment
Definition: Given a premise sentence and a hypothesis sentence, determine whether the hypothesis can be inferred from the premise (entailment), contradicts the premise (contradiction), or is neutral (neither supported nor contradicted by the premise).
Reading Comprehension
Commonsense Reasoning
Sentiment Analysis
Closed-book QA
Paraphrase Detection
Coreference Resolution
Reading Comprehension with Commonsense
Struct to Text
Translation
Summarization
Question Answering (QA)
Semantic Similarity
Definition: Predict whether two sentences are semantically equivalent or not.