R3: A Reading Comprehension Benchmark Requiring Reasoning Processes

2 Apr 2020Ran WangKun TaoDingjie SongZhilong ZhangXiao MaXi'ao SuXinyu Dai

Existing question answering systems can only predict answers without explicit reasoning processes, which hinder their explainability and make us overestimate their ability of understanding and reasoning over natural language. In this work, we propose a novel task of reading comprehension, in which a model is required to provide final answers and reasoning processes... (read more)

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