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Ben Zhou

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BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models

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Apr 18, 2024
Yu Feng, Ben Zhou, Weidong Lin, Dan Roth

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Conceptual and Unbiased Reasoning in Language Models

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Mar 30, 2024
Ben Zhou, Hongming Zhang, Sihao Chen, Dian Yu, Hongwei Wang, Baolin Peng, Dan Roth, Dong Yu

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Deceiving Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination?

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Nov 16, 2023
Bangzheng Li, Ben Zhou, Fei Wang, Xingyu Fu, Dan Roth, Muhao Chen

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Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking

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Nov 16, 2023
Nan Xu, Fei Wang, Ben Zhou, Bang Zheng Li, Chaowei Xiao, Muhao Chen

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Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations

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Nov 07, 2023
Sihao Chen, Hongming Zhang, Tong Chen, Ben Zhou, Wenhao Yu, Dian Yu, Baolin Peng, Hongwei Wang, Dan Roth, Dong Yu

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Building Interpretable and Reliable Open Information Retriever for New Domains Overnight

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Aug 09, 2023
Xiaodong Yu, Ben Zhou, Dan Roth

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Interpretable by Design Visual Question Answering

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May 24, 2023
Xingyu Fu, Ben Zhou, Sihao Chen, Mark Yatskar, Dan Roth

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Generic Temporal Reasoning with Differential Analysis and Explanation

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Dec 20, 2022
Yu Feng, Ben Zhou, Haoyu Wang, Helen Jin, Dan Roth

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Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts

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Oct 30, 2022
Ben Zhou, Kyle Richardson, Xiaodong Yu, Dan Roth

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Cross-Lingual Speaker Identification Using Distant Supervision

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Oct 11, 2022
Ben Zhou, Dian Yu, Dong Yu, Dan Roth

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