"direct alignment algorithms" Papers

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Mitigating Reward Over-optimization in Direct Alignment Algorithms with Importance Sampling

Nguyen Phuc, Ngoc-Hieu Nguyen, Duy M. H. Nguyen et al.

NeurIPS 2025posterarXiv:2506.08681

SeRA: Self-Reviewing and Alignment of LLMs using Implicit Reward Margins

Jongwoo Ko, Saket Dingliwal, Bhavana Ganesh et al.

ICLR 2025poster
5
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