Reding Comprehension Challenges

This list aims to be a minimal list of RC challenges/datasets that a new system should measure themselves on.

• Squad: Stanford Question Answering Dataset
• Marco: Microsoft Machine Reading Comprehension Dataset
• Natural Questions: Open Domain Question Answering
• NarrativeQA: The NarrativeQA Reading Comprehension Challenge
• Qangaroo: Reading comprehenstion with multiple hops
• MultiRc: Reading Comprehension over Multiple Sentences
• wikiqa: A Challenge Dataset for Open-Domain Question Answering
• HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering
• PiQA: Phrase Indexed Question Answering
• RACE: Large-scale ReAding Comprehension Dataset From Examination