2025 "preference optimization methods" Papers

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Calibrating Translation Decoding with Quality Estimation on LLMs

Di Wu, Yibin Lei, Christof Monz

NEURIPS 2025posterarXiv:2504.19044

Earlier Tokens Contribute More: Learning Direct Preference Optimization From Temporal Decay Perspective

Ruichen Shao, Bei Li, Gangao Liu et al.

ICLR 2025oralarXiv:2502.14340
7
citations

Style Outweighs Substance: Failure Modes of LLM Judges in Alignment Benchmarking

Benjamin Feuer, Micah Goldblum, Teresa Datta et al.

ICLR 2025posterarXiv:2409.15268
27
citations