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preference alignment

182 papers

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Co-occurring keywords · papers mentioning both

large language model (91) direct preference optimization (37) reinforcement learning from human feedback (31) reward model (20) reinforcement learning (19) preference optimization (13) reward modeling (13) diffusion model (12) supervised fine-tuning (12) language model alignment (11)

Papers

Understanding the Learning Dynamics of Alignment with Human Feedback ICML 2024 Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems EMNLP 2024 What Makes and Breaks Safety Fine-tuning? A Mechanistic Study NeurIPS 2024 Aligning Language Models with Preferences through f-divergence Minimization ICML 2023 Towards Boosting the Open-Domain Chatbot with Human Feedback ACL 2023 Tuna: Instruction Tuning using Feedback from Large Language Models EMNLP 2023 A Multi-objective / Multi-task Learning Framework Induced by Pareto Stationarity ICML 2022