reward modeling

Learning Goal-Conditioned Representations for Language Reward Models NeurIPS 2024 Let's Verify Step by Step ICLR 2024 LLM Evaluators Recognize and Favor Their Own Generations NeurIPS 2024 Mission Impossible: A Statistical Perspective on Jailbreaking LLMs NeurIPS 2024 Personalizing Reinforcement Learning from Human Feedback with Variational Preference Learning NeurIPS 2024 PopALM: Popularity-Aligned Language Models for Social Media Trendy Response Prediction COLING 2024 Preferential Normalizing Flows NeurIPS 2024 PRewrite: Prompt Rewriting with Reinforcement Learning ACL 2024 Rating-Based Reinforcement Learning AAAI 2024 RePALM: Popular Quote Tweet Generation via Auto-Response Augmentation ACL 2024 Rethinking the Role of Proxy Rewards in Language Model Alignment EMNLP 2024 Reward Modeling Requires Automatic Adjustment Based on Data Quality EMNLP 2024 Semi-Supervised Reward Modeling via Iterative Self-Training EMNLP 2024 Sing it, Narrate it: Quality Musical Lyrics Translation EMNLP 2024 Social Reward: Evaluating and Enhancing Generative AI through Million-User Feedback from an Online Creative Community ICLR 2024 Stepwise Alignment for Constrained Language Model Policy Optimization NeurIPS 2024 Tool-Augmented Reward Modeling ICLR 2024 Towards Aligning Language Models with Textual Feedback EMNLP 2024 True Knowledge Comes from Practice: Aligning Large Language Models with Embodied Environments via Reinforcement Learning ICLR 2024 Tuning Large Multimodal Models for Videos using Reinforcement Learning from AI Feedback ACL 2024 Understanding the Effects of RLHF on LLM Generalisation and Diversity ICLR 2024 When Your AIs Deceive You: Challenges of Partial Observability in Reinforcement Learning from Human Feedback NeurIPS 2024 Aligning Factual Consistency for Clinical Studies Summarization through Reinforcement Learning ACL 2023 Aligning Large Language Models through Synthetic Feedback EMNLP 2023 Direct Preference-based Policy Optimization without Reward Modeling NeurIPS 2023