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ERASER: A Benchmark to Evaluate Rationalized NLP Models

Jay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, Eric Lehman, Caiming Xiong, Richard Socher, Byron Wallace

202036 citationsDOIOpen Access PDF

Abstract

Jay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, Eric Lehman, Caiming Xiong, Richard Socher, Byron C. Wallace. Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. 2020.

Topics & Concepts

Benchmark (surveying)Computer scienceArtificial intelligenceCode (set theory)Deep learningMachine learningDocumentationNatural language processingConvolutional neural networkProgramming languageGeodesySet (abstract data type)GeographyTopic ModelingExplainable Artificial Intelligence (XAI)Natural Language Processing Techniques
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