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Sungchul Kim

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Which LLM to Play? Convergence-Aware Online Model Selection with Time-Increasing Bandits

Mar 11, 2024
Yu Xia, Fang Kong, Tong Yu, Liya Guo, Ryan A. Rossi, Sungchul Kim, Shuai Li

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Learning to Reduce: Optimal Representations of Structured Data in Prompting Large Language Models

Feb 22, 2024
Younghun Lee, Sungchul Kim, Tong Yu, Ryan A. Rossi, Xiang Chen

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Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes

Feb 03, 2024
Isabel O. Gallegos, Ryan A. Rossi, Joe Barrow, Md Mehrab Tanjim, Tong Yu, Hanieh Deilamsalehy, Ruiyi Zhang, Sungchul Kim, Franck Dernoncourt

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Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion

Jan 28, 2024
Yujian Liu, Jiabao Ji, Tong Yu, Ryan Rossi, Sungchul Kim, Handong Zhao, Ritwik Sinha, Yang Zhang, Shiyu Chang

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Leveraging Graph Diffusion Models for Network Refinement Tasks

Nov 29, 2023
Puja Trivedi, Ryan Rossi, David Arbour, Tong Yu, Franck Dernoncourt, Sungchul Kim, Nedim Lipka, Namyong Park, Nesreen K. Ahmed, Danai Koutra

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GPT-4 as an Effective Zero-Shot Evaluator for Scientific Figure Captions

Oct 23, 2023
Ting-Yao Hsu, Chieh-Yang Huang, Ryan Rossi, Sungchul Kim, C. Lee Giles, Ting-Hao K. Huang

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Bias and Fairness in Large Language Models: A Survey

Sep 02, 2023
Isabel O. Gallegos, Ryan A. Rossi, Joe Barrow, Md Mehrab Tanjim, Sungchul Kim, Franck Dernoncourt, Tong Yu, Ruiyi Zhang, Nesreen K. Ahmed

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FigCaps-HF: A Figure-to-Caption Generative Framework and Benchmark with Human Feedback

Jul 20, 2023
Ashish Singh, Prateek Agarwal, Zixuan Huang, Arpita Singh, Tong Yu, Sungchul Kim, Victor Bursztyn, Nikos Vlassis, Ryan A. Rossi

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Fairness-Aware Graph Neural Networks: A Survey

Jul 08, 2023
April Chen, Ryan A. Rossi, Namyong Park, Puja Trivedi, Yu Wang, Tong Yu, Sungchul Kim, Franck Dernoncourt, Nesreen K. Ahmed

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Structured Dynamic Pricing: Optimal Regret in a Global Shrinkage Model

Mar 28, 2023
Rashmi Ranjan Bhuyan, Adel Javanmard, Sungchul Kim, Gourab Mukherjee, Ryan A. Rossi, Tong Yu, Handong Zhao

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