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Yejin Choi

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RewardBench: Evaluating Reward Models for Language Modeling

Mar 20, 2024
Nathan Lambert, Valentina Pyatkin, Jacob Morrison, LJ Miranda, Bill Yuchen Lin, Khyathi Chandu, Nouha Dziri, Sachin Kumar, Tom Zick, Yejin Choi, Noah A. Smith, Hannaneh Hajishirzi

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Information-Theoretic Distillation for Reference-less Summarization

Mar 20, 2024
Jaehun Jung, Ximing Lu, Liwei Jiang, Faeze Brahman, Peter West, Pang Wei Koh, Yejin Choi

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Alpaca against Vicuna: Using LLMs to Uncover Memorization of LLMs

Mar 05, 2024
Aly M. Kassem, Omar Mahmoud, Niloofar Mireshghallah, Hyunwoo Kim, Yulia Tsvetkov, Yejin Choi, Sherif Saad, Santu Rana

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Selective "Selective Prediction": Reducing Unnecessary Abstention in Vision-Language Reasoning

Feb 23, 2024
Tejas Srinivasan, Jack Hessel, Tanmay Gupta, Bill Yuchen Lin, Yejin Choi, Jesse Thomason, Khyathi Raghavi Chandu

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Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs

Feb 18, 2024
Siyuan Wang, Zhongyu Wei, Yejin Choi, Xiang Ren

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L3GO: Language Agents with Chain-of-3D-Thoughts for Generating Unconventional Objects

Feb 14, 2024
Yutaro Yamada, Khyathi Chandu, Yuchen Lin, Jack Hessel, Ilker Yildirim, Yejin Choi

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JAMDEC: Unsupervised Authorship Obfuscation using Constrained Decoding over Small Language Models

Feb 13, 2024
Jillian Fisher, Ximing Lu, Jaehun Jung, Liwei Jiang, Zaid Harchaoui, Yejin Choi

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Do Membership Inference Attacks Work on Large Language Models?

Feb 12, 2024
Michael Duan, Anshuman Suri, Niloofar Mireshghallah, Sewon Min, Weijia Shi, Luke Zettlemoyer, Yulia Tsvetkov, Yejin Choi, David Evans, Hannaneh Hajishirzi

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A Roadmap to Pluralistic Alignment

Feb 07, 2024
Taylor Sorensen, Jared Moore, Jillian Fisher, Mitchell Gordon, Niloofar Mireshghallah, Christopher Michael Rytting, Andre Ye, Liwei Jiang, Ximing Lu, Nouha Dziri, Tim Althoff, Yejin Choi

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Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion Tokens

Jan 30, 2024
Jiacheng Liu, Sewon Min, Luke Zettlemoyer, Yejin Choi, Hannaneh Hajishirzi

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