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Chen-Yu Lee

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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

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Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models

Aug 01, 2023
Cheng-Yu Hsieh, Si-An Chen, Chun-Liang Li, Yasuhisa Fujii, Alexander Ratner, Chen-Yu Lee, Ranjay Krishna, Tomas Pfister

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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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Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes

May 03, 2023
Cheng-Yu Hsieh, Chun-Liang Li, Chih-Kuan Yeh, Hootan Nakhost, Yasuhisa Fujii, Alexander Ratner, Ranjay Krishna, Chen-Yu Lee, Tomas Pfister

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Multimodal Prompting with Missing Modalities for Visual Recognition

Mar 09, 2023
Yi-Lun Lee, Yi-Hsuan Tsai, Wei-Chen Chiu, Chen-Yu Lee

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Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval

Feb 06, 2023
Kuniaki Saito, Kihyuk Sohn, Xiang Zhang, Chun-Liang Li, Chen-Yu Lee, Kate Saenko, Tomas Pfister

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Neural Spline Search for Quantile Probabilistic Modeling

Jan 12, 2023
Ruoxi Sun, Chun-Liang Li, Sercan O. Arik, Michael W. Dusenberry, Chen-Yu Lee, Tomas Pfister

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A Benchmark for Structured Extractions from Complex Documents

Nov 15, 2022
Zilong Wang, Yichao Zhou, Wei Wei, Chen-Yu Lee, Sandeep Tata

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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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