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Towards a Unified Natural Language Inference Framework to Evaluate Sentence...
Adam Poliak, Aparajita Haldar, Rachel Rudinger, J. Edward Hu, Ellie Pavlick, Aaron Steven White, Benjamin Van Durme: Towards a Unified Natural Language Inference Framework to Evaluate Sentence...
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Collecting Diverse Natural Language Inference Problems for Sentence...
Adam Poliak, Aparajita Haldar, Rachel Rudinger, J. Edward Hu, Ellie Pavlick, Aaron Steven White, Benjamin Van Durme: Collecting Diverse Natural Language Inference Problems for Sentence Representation...
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Collecting Diverse Natural Language Inference Problems for Sentence...
Adam Poliak, Aparajita Haldar, Rachel Rudinger, J. Edward Hu, Ellie Pavlick, Aaron Steven White, Benjamin Van Durme: Collecting Diverse Natural Language Inference Problems for Sentence Representation...
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ParaBank: Monolingual Bitext Generation and Sentential Paraphrasing via...
J. Edward Hu, Rachel Rudinger, Matt Post, Benjamin Van Durme: ParaBank: Monolingual Bitext Generation and Sentential Paraphrasing via Lexically-constrained Neural Machine Translation. CoRR...
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NIST TAC SM-KBP 2019 System Description: JHU/UR Framework.
Yunmo Chen, Seth Ebner, Tongfei Chen, Patrick Xia, Elias Stengel-Eskin, Tzu-Ray Su, J. Edward Hu, Nils Holzenberger, Ryan Culkin, Craig Harman, Max Thomas, Thomas Lippincott, Aaron Steven White, Kyle...
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Improved Lexically Constrained Decoding for Translation and Monolingual...
J. Edward Hu, Huda Khayrallah, Ryan Culkin, Patrick Xia, Tongfei Chen, Matt Post, Benjamin Van Durme: Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting. NAACL-HLT (1)...
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Large-Scale, Diverse, Paraphrastic Bitexts via Sampling and Clustering.
J. Edward Hu, Abhinav Singh, Nils Holzenberger, Matt Post, Benjamin Van Durme: Large-Scale, Diverse, Paraphrastic Bitexts via Sampling and Clustering. CoNLL 2019: 44-54
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PARABANK: Monolingual Bitext Generation and Sentential Paraphrasing via...
J. Edward Hu, Rachel Rudinger, Matt Post, Benjamin Van Durme: PARABANK: Monolingual Bitext Generation and Sentential Paraphrasing via Lexically-Constrained Neural Machine Translation. AAAI 2019: 6521-6528
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Feature Learning in Infinite-Width Neural Networks.
Greg Yang, J. Edward Hu: Feature Learning in Infinite-Width Neural Networks. CoRR abs/2011.14522 (2020)
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Iterative Paraphrastic Augmentation with Discriminative Span Alignment.
Ryan Culkin, J. Edward Hu, Elias Stengel-Eskin, Guanghui Qin, Benjamin Van Durme: Iterative Paraphrastic Augmentation with Discriminative Span Alignment. CoRR abs/2007.00320 (2020)
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Improved Image Wasserstein Attacks and Defenses.
J. Edward Hu, Adith Swaminathan, Hadi Salman, Greg Yang: Improved Image Wasserstein Attacks and Defenses. CoRR abs/2004.12478 (2020)
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Randomized Smoothing of All Shapes and Sizes.
Greg Yang, Tony Duan, J. Edward Hu, Hadi Salman, Ilya P. Razenshteyn, Jerry Li: Randomized Smoothing of All Shapes and Sizes. CoRR abs/2002.08118 (2020)
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Guided Generation of Cause and Effect.
Zhongyang Li, Xiao Ding, Ting Liu, J. Edward Hu, Benjamin Van Durme: Guided Generation of Cause and Effect. IJCAI 2020: 3629-3636
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Randomized Smoothing of All Shapes and Sizes.
Greg Yang, Tony Duan, J. Edward Hu, Hadi Salman, Ilya P. Razenshteyn, Jerry Li: Randomized Smoothing of All Shapes and Sizes. ICML 2020: 10693-10705
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GFlowNet Foundations.
Yoshua Bengio, Tristan Deleu, Edward J. Hu, Salem Lahlou, Mo Tiwari, Emmanuel Bengio: GFlowNet Foundations. CoRR abs/2111.09266 (2021)
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Guided Generation of Cause and Effect.
Zhongyang Li, Xiao Ding, Ting Liu, J. Edward Hu, Benjamin Van Durme: Guided Generation of Cause and Effect. CoRR abs/2107.09846 (2021)
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LoRA: Low-Rank Adaptation of Large Language Models.
Edward J. Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Weizhu Chen: LoRA: Low-Rank Adaptation of Large Language Models. CoRR abs/2106.09685 (2021)
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Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer.
Ge Yang, Edward J. Hu, Igor Babuschkin, Szymon Sidor, Xiaodong Liu, David Farhi, Nick Ryder, Jakub Pachocki, Weizhu Chen, Jianfeng Gao: Tuning Large Neural Networks via Zero-Shot Hyperparameter...
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Tensor Programs IV: Feature Learning in Infinite-Width Neural Networks.
Greg Yang, Edward J. Hu: Tensor Programs IV: Feature Learning in Infinite-Width Neural Networks. ICML 2021: 11727-11737
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Iterative Paraphrastic Augmentation with Discriminative Span Alignment.
Ryan Culkin, J. Edward Hu, Elias Stengel-Eskin, Guanghui Qin, Benjamin Van Durme: Iterative Paraphrastic Augmentation with Discriminative Span Alignment. Trans. Assoc. Comput. Linguistics 9: 494-509...
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