reinforcement learning from human feedback

FocalPO: Enhancing Preference Optimizing by Focusing on Correct Preference Rankings ACL 2025 FRACTAL: Fine-Grained Scoring from Aggregate Text Labels ACL 2025 From Lists to Emojis: How Format Bias Affects Model Alignment ACL 2025 From Noise to Nuance: Enriching Subjective Data Annotation through Qualitative Analysis EMNLP 2025 Gradient-Adaptive Policy Optimization: Towards Multi-Objective Alignment of Large Language Models ACL 2025 HelpSteer2-Preference: Complementing Ratings with Preferences ICLR 2025 Henry at BEA 2025 Shared Task: Improving AI Tutor’s Guidance Evaluation Through Context-Aware Distillation ACL 2025 How to Evaluate Reward Models for RLHF ICLR 2025 Hybrid Preferences: Learning to Route Instances for Human vs. AI Feedback ACL 2025 Igniting Creative Writing in Small Language Models: LLM-as-a-Judge versus Multi-Agent Refined Rewards EMNLP 2025 Improve LLM-as-a-Judge Ability as a General Ability EMNLP 2025 InstructionCP: A Simple yet Effective Approach for Transferring Large Language Models to Target Languages ACL 2025 IntrEx: A Dataset for Modeling Engagement in Educational Conversations EMNLP 2025 Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Process ACL 2025 IPO: Your Language Model is Secretly a Preference Classifier ACL 2025 Is Poisoning a Real Threat to DPO? Maybe More So Than You Think AAAI 2025 Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning ICLR 2025 Joint Reward and Policy Learning with Demonstrations and Human Feedback Improves Alignment ICLR 2025 Language Models Learn to Mislead Humans via RLHF ICLR 2025 LLaMA-Berry: Pairwise Optimization for Olympiad-level Mathematical Reasoning via O1-like Monte Carlo Tree Search NAACL 2025 Lost in the Context: Insufficient and Distracted Attention to Contexts in Preference Modeling ACL 2025 Magnetic Preference Optimization: Achieving Last-iterate Convergence for Language Model Alignment ICLR 2025 MallowsPO: Fine-Tune Your LLM with Preference Dispersions ICLR 2025 MA-RLHF: Reinforcement Learning from Human Feedback with Macro Actions ICLR 2025 Measuring And Improving Persuasiveness Of Large Language Models ICLR 2025