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FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction


May 04, 2023
Chen-Yu Lee, Chun-Liang Li, Hao Zhang, Timothy Dozat, Vincent Perot, Guolong Su, Xiang Zhang, Kihyuk Sohn, Nikolai Glushnev, Renshen Wang, Joshua Ainslie, Shangbang Long, Siyang Qin, Yasuhisa Fujii, Nan Hua, Tomas Pfister

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* Accepted to ACL 2023 

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QueryForm: A Simple Zero-shot Form Entity Query Framework


Nov 14, 2022
Zifeng Wang, Zizhao Zhang, Jacob Devlin, Chen-Yu Lee, Guolong Su, Hao Zhang, Jennifer Dy, Vincent Perot, Tomas Pfister

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DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning


Apr 10, 2022
Zifeng Wang, Zizhao Zhang, Sayna Ebrahimi, Ruoxi Sun, Han Zhang, Chen-Yu Lee, Xiaoqi Ren, Guolong Su, Vincent Perot, Jennifer Dy, Tomas Pfister

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FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction


Mar 24, 2022
Chen-Yu Lee, Chun-Liang Li, Timothy Dozat, Vincent Perot, Guolong Su, Nan Hua, Joshua Ainslie, Renshen Wang, Yasuhisa Fujii, Tomas Pfister

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* Accepted to ACL 2022 

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Learning to Prompt for Continual Learning


Dec 16, 2021
Zifeng Wang, Zizhao Zhang, Chen-Yu Lee, Han Zhang, Ruoxi Sun, Xiaoqi Ren, Guolong Su, Vincent Perot, Jennifer Dy, Tomas Pfister

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Text Classification with Few Examples using Controlled Generalization


May 18, 2020
Abhijit Mahabal, Jason Baldridge, Burcu Karagol Ayan, Vincent Perot, Dan Roth

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* Proceedings of NAACL-HLT 2019 

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Counterfactual Fairness in Text Classification through Robustness


Sep 27, 2018
Sahaj Garg, Vincent Perot, Nicole Limtiaco, Ankur Taly, Ed H. Chi, Alex Beutel

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