ICLR "large language model alignment" Papers

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Conference

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BOND: Aligning LLMs with Best-of-N Distillation

Pier Giuseppe Sessa, Robert Dadashi, Léonard Hussenot-Desenonges et al.

ICLR 2025posterarXiv:2407.14622
50
citations

On a Connection Between Imitation Learning and RLHF

Teng Xiao, Yige Yuan, Mingxiao Li et al.

ICLR 2025posterarXiv:2503.05079
13
citations

Rethinking Reward Modeling in Preference-based Large Language Model Alignment

Hao Sun, Yunyi Shen, Jean-Francois Ton

ICLR 2025poster

RRM: Robust Reward Model Training Mitigates Reward Hacking

Tianqi Liu, Wei Xiong, Jie Ren et al.

ICLR 2025posterarXiv:2409.13156
44
citations

Uncertainty and Influence aware Reward Model Refinement for Reinforcement Learning from Human Feedback

Zexu Sun, Yiju Guo, Yankai Lin et al.

ICLR 2025poster
3
citations