SQuAD: SQuAD is a machine comprehension dataset constructed on 536 Wikipedia articles (23K paragraphs), with more than 100,000 questions.
although these improvements are not as large as those we achieved with multiple-turn reasoning, they are are still considerable and imply that robust representations of words is an important building block to strong RC models.