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Ryan A. Rossi

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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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Delivery Optimized Discovery in Behavioral User Segmentation under Budget Constrain

Feb 04, 2024
Harshita Chopra, Atanu R. Sinha, Sunav Choudhary, Ryan A. Rossi, Paavan Kumar Indela, Veda Pranav Parwatala, Srinjayee Paul, Aurghya Maiti

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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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ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search

Oct 20, 2023
Yuchen Zhuang, Xiang Chen, Tong Yu, Saayan Mitra, Victor Bursztyn, Ryan A. Rossi, Somdeb Sarkhel, Chao Zhang

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CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages

Sep 17, 2023
Thuat Nguyen, Chien Van Nguyen, Viet Dac Lai, Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen

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PDFTriage: Question Answering over Long, Structured Documents

Sep 16, 2023
Jon Saad-Falcon, Joe Barrow, Alexa Siu, Ani Nenkova, Ryan A. Rossi, Franck Dernoncourt

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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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Knowledge Graph Prompting for Multi-Document Question Answering

Aug 22, 2023
Yu Wang, Nedim Lipka, Ryan A. Rossi, Alexa Siu, Ruiyi Zhang, Tyler Derr

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Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback

Aug 02, 2023
Viet Dac Lai, Chien Van Nguyen, Nghia Trung Ngo, Thuat Nguyen, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen

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