"alignment algorithms" Papers

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Diverse Preference Learning for Capabilities and Alignment

Stewart Slocum, Asher Parker-Sartori, Dylan Hadfield-Menell

ICLR 2025arXiv:2511.08594

On a Connection Between Imitation Learning and RLHF

Teng Xiao, Yige Yuan, Mingxiao Li et al.

ICLR 2025arXiv:2503.05079

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