reward model

Scaling Laws for Reward Model Overoptimization in Direct Alignment Algorithms NeurIPS 2024 Select High-quality Synthetic QA Pairs to Augment Training Data in MRC under the Reward Guidance of Generative Language Models COLING 2024 Self-Consuming Generative Models with Curated Data Provably Optimize Human Preferences NeurIPS 2024 SemiReward: A General Reward Model for Semi-supervised Learning ICLR 2024 Sing it, Narrate it: Quality Musical Lyrics Translation EMNLP 2024 Stealthy Imitation: Reward-guided Environment-free Policy Stealing ICML 2024 T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback NeurIPS 2024 The Accuracy Paradox in RLHF: When Better Reward Models Don’t Yield Better Language Models EMNLP 2024 The Trickle-down Impact of Reward Inconsistency on RLHF ICLR 2024 Transforming and Combining Rewards for Aligning Large Language Models ICML 2024 TS-Align: A Teacher-Student Collaborative Framework for Scalable Iterative Finetuning of Large Language Models EMNLP 2024 UltraMedical: Building Specialized Generalists in Biomedicine NeurIPS 2024 Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback NeurIPS 2024 Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model CVPR 2024 Vision-Language Models are Zero-Shot Reward Models for Reinforcement Learning ICLR 2024 WARM: On the Benefits of Weight Averaged Reward Models ICML 2024 Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems EMNLP 2024 Accelerating Exploration with Unlabeled Prior Data NeurIPS 2023 Aligning Language Models with Human Preferences via a Bayesian Approach NeurIPS 2023 Aligning Synthetic Medical Images with Clinical Knowledge using Human Feedback NeurIPS 2023 AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback NeurIPS 2023 Axiomatic Preference Modeling for Longform Question Answering EMNLP 2023 Censored Sampling of Diffusion Models Using 3 Minutes of Human Feedback NeurIPS 2023 Critic-Guided Decoding for Controlled Text Generation ACL 2023 Direct Preference Optimization: Your Language Model is Secretly a Reward Model NeurIPS 2023