阅读理解数据集

deep-learning

Cloze-style

• CNN/Daily Mail: Teaching machines to read and comprehend
• Children’s Books test (CBT) : Reading children’s books with explicit memory representations.
• Who did what: Who did what: A large-scale person-centered cloze dataset
• LAMBADA: The lambada dataset: Word prediction requiring a broad discourse context.
• Cloth: Large-scale Cloze Test Dataset Created by Teachers

extractive-style

• Squad: 100,000+ questions for machine comprehension of text.
• Triviaqa: A large scale distantly supervised challenge dataset for reading comprehension
• Newsqa: A machine comprehension dataset
• Ms marco: A human generated machine reading comprehension dataset.

Others

• Race: Large-scale reading comprehension dataset from examinations.