"preference tuning" Papers

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Learning Dynamics of LLM Finetuning

YI REN, Danica Sutherland

ICLR 2025arXiv:2407.10490
66
citations

Sherlock: Self-Correcting Reasoning in Vision-Language Models

Yi Ding, Ruqi Zhang

NEURIPS 2025arXiv:2505.22651
7
citations

A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity

Andrew Lee, Xiaoyan Bai, Itamar Pres et al.

ICML 2024arXiv:2401.01967
165
citations