reinforcement learning from human feedback

Sequential Preference Optimization: Multi-Dimensional Preference Alignment with Implicit Reward Modeling AAAI 2025 SeRA: Self-Reviewing and Alignment of LLMs using Implicit Reward Margins ICLR 2025 Shallow Preference Signals: Large Language Model Aligns Even Better with Truncated Data? ACL 2025 Simulate and Eliminate: Revoke Backdoors for Generative Large Language Models AAAI 2025 Sources of Disagreement in Data for LLM Instruction Tuning COLING 2025 Steering Masked Discrete Diffusion Models via Discrete Denoising Posterior Prediction ICLR 2025 Stimulate the Critical Thinking of LLMs via Debiasing Discussion EMNLP 2025 Stream Aligner: Efficient Sentence-Level Alignment via Distribution Induction AAAI 2025 T2A-Feedback: Improving Basic Capabilities of Text-to-Audio Generation via Fine-grained AI Feedback ACL 2025 Theorem Prover as a Judge for Synthetic Data Generation ACL 2025 Toward Optimal LLM Alignments Using Two-Player Games EMNLP 2025 Towards Adapting Open-Source Large Language Models for Expert-Level Clinical Note Generation ACL 2025 Towards Human Understanding of Paraphrase Types in Large Language Models COLING 2025 Towards Reward Fairness in RLHF: From a Resource Allocation Perspective ACL 2025 T-REG: Preference Optimization with Token-Level Reward Regularization ACL 2025 Understanding Impact of Human Feedback via Influence Functions ACL 2025 Value-Incentivized Preference Optimization: A Unified Approach to Online and Offline RLHF ICLR 2025 VPO: Aligning Text-to-Video Generation Models with Prompt Optimization ICCV 2025 When Personalization Meets Reality: A Multi-Faceted Analysis of Personalized Preference Learning EMNLP 2025 Why Does ChatGPT “Delve” So Much? Exploring the Sources of Lexical Overrepresentation in Large Language Models COLING 2025 Zeroth-Order Policy Gradient for Reinforcement Learning from Human Feedback without Reward Inference ICLR 2025 AceGPT, Localizing Large Language Models in Arabic NAACL 2024 Adaptive Preference Scaling for Reinforcement Learning with Human Feedback NeurIPS 2024 ALaRM: Align Language Models via Hierarchical Rewards Modeling ACL 2024 AlignDiff: Aligning Diverse Human Preferences via Behavior-Customisable Diffusion Model ICLR 2024