reinforcement learning from human feedback

RED: Unleashing Token-Level Rewards from Holistic Feedback via Reward Redistribution EMNLP 2025 Regressing the Relative Future: Efficient Policy Optimization for Multi-turn RLHF ICLR 2025 Reinforcement Learning for Large Language Models via Group Preference Reward Shaping EMNLP 2025 Reinforcement Learning from Multi-level and Episodic Human Feedback L4DC 2025 Removing Prompt-template Bias in Reinforcement Learning from Human Feedback ACL 2025 Rethinking Reward Model Evaluation Through the Lens of Reward Overoptimization ACL 2025 RewardBench: Evaluating Reward Models for Language Modeling NAACL 2025 Reward Generalization in RLHF: A Topological Perspective ACL 2025 Reward Learning from Multiple Feedback Types ICLR 2025 Reward-Shifted Speculative Sampling Is An Efficient Test-Time Weak-to-Strong Aligner EMNLP 2025 RLHF Algorithms Ranked: An Extensive Evaluation Across Diverse Tasks, Rewards, and Hyperparameters EMNLP 2025 RLKGF: Reinforcement Learning from Knowledge Graph Feedback Without Human Annotations ACL 2025 RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style ICLR 2025 Robust Multi-Objective Preference Alignment with Online DPO AAAI 2025 RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data AAAI 2025 RRM: Robust Reward Model Training Mitigates Reward Hacking ICLR 2025 SEAL: Systematic Error Analysis for Value ALignment AAAI 2025 Self-Augmented Preference Alignment for Sycophancy Reduction in LLMs EMNLP 2025 Self-Evolutionary Large Language Models Through Uncertainty-Enhanced Preference Optimization AAAI 2025 SELF-EVOLVED REWARD LEARNING FOR LLMS ICLR 2025 Self-Generated Critiques Boost Reward Modeling for Language Models NAACL 2025 Self-Improvement in Language Models: The Sharpening Mechanism ICLR 2025 Self-Play Preference Optimization for Language Model Alignment ICLR 2025 Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models ICLR 2025 Sequence to Sequence Reward Modeling: Improving RLHF by Language Feedback AAAI 2025