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DuoRC DuoRC Examples FAQ Leaderboard Download DuoRC: A Large-Scale Dataset for Paraphrased Reading Comprehension DuoRC contains 186,089 unique question-answer pairs created from a collection of 7680 pairs of movie plots where each pair in the collection reflects two versions of the same movie. Why another RC dataset? DuoRC pushes the NLP community to address challenges on incorporating knowledge and reasoning in neural architectures for reading comprehension. It poses several interesting challenges such as: DuoRC using parallel plots is especially designed to contain a large number of questions with low lexical overlap between questions and their corresponding passages It requires models to go beyond the content of the given passage itself and incorporate world-knowledge, background knowledge, and common-sense knowledge to arrive at the answer It revolves around narrative passages from movie plots des...
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