conftrace_

reinforcement learning from human feedback

362 papers

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Co-occurring keywords · papers mentioning both

large language model (151) reward model (85) direct preference optimization (63) language model alignment (58) reinforcement learning (50) preference learning (43) model alignment (43) reward modeling (41) preference optimization (36) human feedback (36)

Papers

Self-Play Fine-tuning of Diffusion Models for Text-to-image Generation NeurIPS 2024 Self-supervised Preference Optimization: Enhance Your Language Model with Preference Degree Awareness EMNLP 2024 Semi-Supervised Reward Modeling via Iterative Self-Training EMNLP 2024 Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Generation NeurIPS 2024 Statistical Rejection Sampling Improves Preference Optimization ICLR 2024 Team NP_PROBLEM at SemEval-2024 Task 7: Numerical Reasoning in Headline Generation with Preference Optimization SemEval 2024 The Accuracy Paradox in RLHF: When Better Reward Models Don’t Yield Better Language Models EMNLP 2024 The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts ACL 2024 The Trickle-down Impact of Reward Inconsistency on RLHF ICLR 2024 The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning ICLR 2024 Tool-Augmented Reward Modeling ICLR 2024 Towards Aligning Language Models with Textual Feedback EMNLP 2024 Towards Pareto-Efficient RLHF: Paying Attention to a Few High-Reward Samples with Reward Dropout EMNLP 2024 Towards Understanding Sycophancy in Language Models ICLR 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 Understanding the Effects of RLHF on LLM Generalisation and Diversity ICLR 2024 Unintended Impacts of LLM Alignment on Global Representation ACL 2024 Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback ICLR 2024 Universal Jailbreak Backdoors from Poisoned Human Feedback ICLR 2024 Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model CVPR 2024 VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation EMNLP 2024 When Your AIs Deceive You: Challenges of Partial Observability in Reinforcement Learning from Human Feedback NeurIPS 2024 Would I Lie To You? Inference Time Alignment of Language Models using Direct Preference Heads NeurIPS 2024 WPO: Enhancing RLHF with Weighted Preference Optimization EMNLP 2024