reinforcement learning from human feedback

Measuring memorization in RLHF for code completion ICLR 2025 MetaAlign: Align Large Language Models with Diverse Preferences during Inference Time NAACL 2025 MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning EMNLP 2025 Mitigating Reward Over-Optimization in RLHF via Behavior-Supported Regularization ICLR 2025 More RLHF, More Trust? On The Impact of Preference Alignment On Trustworthiness ICLR 2025 MPPO: Multi Pair-wise Preference Optimization for LLMs with Arbitrary Negative Samples COLING 2025 MR. Judge: Multimodal Reasoner as a Judge EMNLP 2025 Multi-perspective Alignment for Increasing Naturalness in Neural Machine Translation ACL 2025 Multi-perspective Preference Alignment of LLMs for Programming-Community Question Answering COLING 2025 Multi-Reference Preference Optimization for Large Language Models AAAI 2025 MWPO: Enhancing LLMs Performance through Multi-Weight Preference Strength and Length Optimization ACL 2025 Not All Voices Are Rewarded Equally: Probing and Repairing Reward Models across Human Diversity EMNLP 2025 On a Connection Between Imitation Learning and RLHF ICLR 2025 One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL ACL 2025 On-the-fly Preference Alignment via Principle-Guided Decoding ICLR 2025 OpenRLHF: A Ray-based Easy-to-use, Scalable and High-performance RLHF Framework EMNLP 2025 Optimizing RLHF Training for Large Language Models with Stage Fusion NSDI 2025 Permutative Preference Alignment from Listwise Ranking of Human Judgments EMNLP 2025 Persuasion Dynamics in LLMs: Investigating Robustness and Adaptability in Knowledge and Safety with DuET-PD EMNLP 2025 PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference ACL 2025 Policy Teaching via Data Poisoning in Learning from Human Preferences AISTATS 2025 PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment ACL 2025 Post-hoc Reward Calibration: A Case Study on Length Bias ICLR 2025 Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF JMLR 2025 Radiology Report Generation via Multi-objective Preference Optimization AAAI 2025