Alert button
Picture for Vincent Perot

Vincent Perot

Alert button

Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding

Jan 19, 2024
Zilong Wang, Hao Zhang, Chun-Liang Li, Julian Martin Eisenschlos, Vincent Perot, Zifeng Wang, Lesly Miculicich, Yasuhisa Fujii, Jingbo Shang, Chen-Yu Lee, Tomas Pfister

Viaarxiv icon

LMDX: Language Model-based Document Information Extraction and Localization

Sep 19, 2023
Vincent Perot, Kai Kang, Florian Luisier, Guolong Su, Xiaoyu Sun, Ramya Sree Boppana, Zilong Wang, Jiaqi Mu, Hao Zhang, Nan Hua

Figure 1 for LMDX: Language Model-based Document Information Extraction and Localization
Figure 2 for LMDX: Language Model-based Document Information Extraction and Localization
Figure 3 for LMDX: Language Model-based Document Information Extraction and Localization
Figure 4 for LMDX: Language Model-based Document Information Extraction and Localization
Viaarxiv icon

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

Figure 1 for FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction
Figure 2 for FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction
Figure 3 for FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction
Figure 4 for FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction
Viaarxiv icon

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

Figure 1 for QueryForm: A Simple Zero-shot Form Entity Query Framework
Figure 2 for QueryForm: A Simple Zero-shot Form Entity Query Framework
Figure 3 for QueryForm: A Simple Zero-shot Form Entity Query Framework
Figure 4 for QueryForm: A Simple Zero-shot Form Entity Query Framework
Viaarxiv icon

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

Figure 1 for DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning
Figure 2 for DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning
Figure 3 for DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning
Figure 4 for DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning
Viaarxiv icon

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

Figure 1 for FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction
Figure 2 for FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction
Figure 3 for FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction
Figure 4 for FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction
Viaarxiv icon

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

Figure 1 for Learning to Prompt for Continual Learning
Figure 2 for Learning to Prompt for Continual Learning
Figure 3 for Learning to Prompt for Continual Learning
Figure 4 for Learning to Prompt for Continual Learning
Viaarxiv icon

Text Classification with Few Examples using Controlled Generalization

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

Figure 1 for Text Classification with Few Examples using Controlled Generalization
Figure 2 for Text Classification with Few Examples using Controlled Generalization
Figure 3 for Text Classification with Few Examples using Controlled Generalization
Figure 4 for Text Classification with Few Examples using Controlled Generalization
Viaarxiv icon

Counterfactual Fairness in Text Classification through Robustness

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

Figure 1 for Counterfactual Fairness in Text Classification through Robustness
Figure 2 for Counterfactual Fairness in Text Classification through Robustness
Figure 3 for Counterfactual Fairness in Text Classification through Robustness
Figure 4 for Counterfactual Fairness in Text Classification through Robustness
Viaarxiv icon