Poster "direct preference optimization" Papers

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Provably Robust DPO: Aligning Language Models with Noisy Feedback

Sayak Ray Chowdhury, Anush Kini, Nagarajan Natarajan

ICML 2024arXiv:2403.00409

Reward Model Learning vs. Direct Policy Optimization: A Comparative Analysis of Learning from Human Preferences

Andi Nika, Debmalya Mandal, Parameswaran Kamalaruban et al.

ICML 2024arXiv:2403.01857

Token-level Direct Preference Optimization

Yongcheng Zeng, Guoqing Liu, Weiyu Ma et al.

ICML 2024arXiv:2404.11999

Towards Efficient Exact Optimization of Language Model Alignment

Haozhe Ji, Cheng Lu, Yilin Niu et al.

ICML 2024arXiv:2402.00856

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