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Understanding Dataset Design Choices for Multi-hop Reasoning

Published 1 January 2019Open access
Jifan Chen, Greg Durrett
Citations93
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TL;DR

This paper investigates two recently proposed datasets, WikiHop and HotpotQA, and explores sentence-factored models for these tasks; by design, these models cannot do multi-hop reasoning, but they are still able to solve a large number of examples in both datasets.

Abstract

Jifan Chen, Greg Durrett. Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers). 2019.

Keywords

Computer Science