Multi-hop Reading Comprehension through Question Decomposition and Rescoring

ACL (1), pp. 6097-6109, 2019.

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Abstract:

Multi-hop Reading Comprehension (RC) requires reasoning and aggregation across several paragraphs. We propose a system for multi-hop RC that decomposes a compositional question into simpler sub-questions that can be answered by off-the-shelf single-hop RC models. Since annotations for such decomposition are expensive, we recast sub-ques...More

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