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PEBS: Per-rater Empirical-Bayes Shrinkage for RLHF Reward-Model Calibration

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11 May
Mitigating Cognitive Bias in RLHF by Altering Rationality

arXiv:2605.06895v1 Announce Type: new Abstract: How can we make models robust to even imperfect human feedback? In reinforcement learning from human feedback (RLHF), human

REPORT · HOW · ArXiv CS.AIOPEN STORY
21 Jul
Rater State Bias in RLHF Preference Data: An Audit Framework

arXiv:2607.16195v1 Announce Type: new Abstract: We identify a structured confound in Reinforcement Learning from Human Feedback (RLHF). Pairwise preference labels are intended to

REPORT · WHAT · ArXiv CS.AIOPEN STORY
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