Finding Generalizable Evidence by Learning to Convince Q&A Models

Ethan Perez
Ethan Perez
Siddharth Karamcheti
Siddharth Karamcheti

EMNLP/IJCNLP (1), pp. 2402-2411, 2019.

Cited by: 3|Bibtex|Views179|DOI:https://doi.org/10.18653/v1/D19-1244
EI
Other Links: academic.microsoft.com|dblp.uni-trier.de|arxiv.org

Abstract:

We propose a system that finds the strongest supporting evidence for a given answer to a question, using passage-based question-answering (QA) as a testbed. We train evidence agents to select the passage sentences that most convince a pretrained QA model of a given answer, if the QA model received those sentences instead of the full pas...More

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