Reinforcement Learning from Human Feedback

Preference Tuning For Toxicity Mitigation Generalizes Across Languages EMNLP 2024 Rich Human Feedback for Text-to-Image Generation CVPR 2024 RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback CVPR 2024 Self-supervised Preference Optimization: Enhance Your Language Model with Preference Degree Awareness EMNLP 2024 Self-Training Large Language and Vision Assistant for Medical Question Answering EMNLP 2024 Spectral Editing of Activations for Large Language Model Alignment NeurIPS 2024 SpeechAlign: Aligning Speech Generation to Human Preferences NeurIPS 2024 SYNFAC-EDIT: Synthetic Imitation Edit Feedback for Factual Alignment in Clinical Summarization EMNLP 2024 V-DPO: Mitigating Hallucination in Large Vision Language Models via Vision-Guided Direct Preference Optimization EMNLP 2024 VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation EMNLP 2024 Word Alignment as Preference for Machine Translation EMNLP 2024 Would I Lie To You? Inference Time Alignment of Language Models using Direct Preference Heads NeurIPS 2024 Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control ACL 2023 OpenAssistant Conversations - Democratizing Large Language Model Alignment NeurIPS 2023 Training language models to follow instructions with human feedback NeurIPS 2022 Reinforcing an Image Caption Generator Using Off-Line Human Feedback AAAI 2020