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Yejin Choi

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CulturalTeaming: AI-Assisted Interactive Red-Teaming for Challenging LLMs' (Lack of) Multicultural Knowledge

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Apr 10, 2024
Yu Ying Chiu, Liwei Jiang, Maria Antoniak, Chan Young Park, Shuyue Stella Li, Mehar Bhatia, Sahithya Ravi, Yulia Tsvetkov, Vered Shwartz, Yejin Choi

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Particip-AI: A Democratic Surveying Framework for Anticipating Future AI Use Cases, Harms and Benefits

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Mar 21, 2024
Jimin Mun, Liwei Jiang, Jenny Liang, Inyoung Cheong, Nicole DeCario, Yejin Choi, Tadayoshi Kohno, Maarten Sap

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RewardBench: Evaluating Reward Models for Language Modeling

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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

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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

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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

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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

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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

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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

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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?

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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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