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35 Results
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Workshop
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Formal Theorem Proving by Rewarding LLMs to Decompose Proofs Hierarchically Kefan Dong · Arvind Mahankali · Tengyu Ma |
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Workshop
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Honesty to Subterfuge: In-Context Reinforcement Learning Can Make Honest Models Reward Hack Leo McKee-Reid · Christoph Sträter · Maria Martinez · Joe Needham · Mikita Balesni |
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Poster
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Thu 11:00 |
Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs Rui Yang · Ruomeng Ding · Yong Lin · Huan Zhang · Tong Zhang |
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Workshop
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Improving LLM Generation with Inverse and Forward Alignment: Reward Modeling, Prompting, Fine-Tuning, and Inference-Time Optimization Hao Sun · Thomas Pouplin · Nicolás Astorga · Tennison Liu · Mihaela van der Schaar |
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Workshop
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Improving LLM Generation with Inverse and Forward Alignment: Reward Modeling, Prompting, Fine-Tuning, and Inference-Time Optimization Hao Sun · Thomas Pouplin · Nicolás Astorga · Tennison Liu · Mihaela van der Schaar |
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Workshop
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Mechanism Design for LLM Fine-tuning with Multiple Reward Models Haoran Sun · Yurong Chen · Siwei Wang · Wei Chen · Xiaotie Deng |
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Poster
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Thu 11:00 |
Learning Goal-Conditioned Representations for Language Reward Models Vaskar Nath · Dylan Slack · Jeff Da · Yuntao Ma · Hugh Zhang · Spencer Whitehead · Sean Hendryx |
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Poster
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Thu 16:30 |
Calibrated Self-Rewarding Vision Language Models Yiyang Zhou · Zhiyuan Fan · Dongjie Cheng · Sihan Yang · Zhaorun Chen · Chenhang Cui · Xiyao Wang · Yun Li · Linjun Zhang · Huaxiu Yao |
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Workshop
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Linear Probe Penalties Reduce LLM Sycophancy Henry Papadatos · Rachel Freedman |
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Workshop
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Critique-out-Loud Reward Models Zachary Ankner · Mansheej Paul · Brandon Cui · Jonathan Chang · Prithviraj Ammanabrolu |
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Workshop
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S2L-RM: Short-to-Long Reward Modeling Changyu CHEN · Zichen Liu · Haonan Wang · Chao Du · Tianyu Pang · Qian Liu · Arunesh Sinha · Pradeep Varakantham · Min Lin |
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Poster
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Fri 11:00 |
Group Robust Preference Optimization in Reward-free RLHF Shyam Sundhar Ramesh · Yifan Hu · Iason Chaimalas · Viraj Mehta · Pier Giuseppe Sessa · Haitham Bou Ammar · Ilija Bogunovic |