Reasoning Over Paragraph Effects in Situations (ROPES)

AllenNLP, AI2 Irvine • 2019
ROPES is a QA dataset which tests a system's ability to apply knowledge from a passage of text to a new situation. A system is presented a background passage containing a causal or qualitative relation(s), a novel situation that uses this background, and questions that require reasoning about effects of the relationships in the back-ground passage in the context of the situation.
License: CC BY

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Authors

Kevin Lin, Oyvind Tafjord, Peter Clark, Matt Gardner