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Evaluating NLP Models via Contrast Sets

Apr 06, 2020
Matt Gardner, Yoav Artzi, Victoria Basmova, Jonathan Berant, Ben Bogin, Sihao Chen, Pradeep Dasigi, Dheeru Dua, Yanai Elazar, Ananth Gottumukkala, Nitish Gupta, Hanna Hajishirzi, Gabriel Ilharco, Daniel Khashabi, Kevin Lin, Jiangming Liu, Nelson F. Liu, Phoebe Mulcaire, Qiang Ning, Sameer Singh, Noah A. Smith, Sanjay Subramanian, Reut Tsarfaty, Eric Wallace, Ally Zhang, Ben Zhou


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ORB: An Open Reading Benchmark for Comprehensive Evaluation of Machine Reading Comprehension

Dec 29, 2019
Dheeru Dua, Ananth Gottumukkala, Alon Talmor, Sameer Singh, Matt Gardner


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DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs

Apr 16, 2019
Dheeru Dua, Yizhong Wang, Pradeep Dasigi, Gabriel Stanovsky, Sameer Singh, Matt Gardner


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PoMo: Generating Entity-Specific Post-Modifiers in Context

Apr 08, 2019
Jun Seok Kang, Robert L. Logan IV, Zewei Chu, Yang Chen, Dheeru Dua, Kevin Gimpel, Sameer Singh, Niranjan Balasubramanian

* NAACL-HLT 2019 

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Generating Natural Adversarial Examples

Feb 23, 2018
Zhengli Zhao, Dheeru Dua, Sameer Singh

* Published as a conference paper at the International Conference on Learning Representations (ICLR) 2018 

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