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Guided Generation of Cause and Effect


Jul 21, 2021
Zhongyang Li, Xiao Ding, Ting Liu, J. Edward Hu, Benjamin Van Durme

* accepted in IJCAI 2020 main track 

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Iterative Paraphrastic Augmentation with Discriminative Span Alignment


Jul 01, 2020
Ryan Culkin, J. Edward Hu, Elias Stengel-Eskin, Guanghui Qin, Benjamin Van Durme


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Improved Image Wasserstein Attacks and Defenses


Apr 26, 2020
J. Edward Hu, Adith Swaminathan, Hadi Salman, Greg Yang

* Best paper award at ICLR Trustworthy ML Workshop 2020 

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Randomized Smoothing of All Shapes and Sizes


Mar 04, 2020
Greg Yang, Tony Duan, J. Edward Hu, Hadi Salman, Ilya Razenshteyn, Jerry Li

* 9 pages main text, 47 pages total 

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ParaBank: Monolingual Bitext Generation and Sentential Paraphrasing via Lexically-constrained Neural Machine Translation


Jan 11, 2019
J. Edward Hu, Rachel Rudinger, Matt Post, Benjamin Van Durme

* To be presented at AAAI 2019. 8 pages 

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Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation


Aug 29, 2018
Adam Poliak, Aparajita Haldar, Rachel Rudinger, J. Edward Hu, Ellie Pavlick, Aaron Steven White, Benjamin Van Durme

* To be presented at EMNLP 2018. 15 pages 

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