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Hermann et al. (2015) created two useful datasets using news articles for the purpose of Q&A research. Dataset contains 90k and 197k documents each, and each document is accompanied, on average, by 4 questions. Each question is a sentence with one missing word or phrase that can be found from the accompanying documents.
