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language model alignment

166 papers

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Co-occurring keywords · papers mentioning both

reinforcement learning from human feedback (58) large language model (52) direct preference optimization (45) preference optimization (31) reinforcement learning (31) reward model (29) preference learning (29) model alignment (25) reward modeling (23) language model (19)

Papers

Subjective Behaviors and Preferences in LLM: Language of Browsing EMNLP 2025 The Crucial Role of Samplers in Online Direct Preference Optimization ICLR 2025 Token-Level Accept or Reject: A Micro Alignment Approach for Large Language Models IJCAI 2025 TPO: Aligning Large Language Models with Multi-branch & Multi-step Preference Trees ICLR 2025 TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling EMNLP 2025 Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization ICLR 2025 Weights-Rotated Preference Optimization for Large Language Models EMNLP 2025 When Inverse Data Outperforms: Exploring the Pitfalls of Mixed Data in Multi-Stage Fine-Tuning EMNLP 2025 When Personalization Meets Reality: A Multi-Faceted Analysis of Personalized Preference Learning EMNLP 2025 Adaptive Preference Scaling for Reinforcement Learning with Human Feedback NeurIPS 2024 ALaRM: Align Language Models via Hierarchical Rewards Modeling ACL 2024 Aligners: Decoupling LLMs and Alignment EMNLP 2024 Aligning Language Models to Explicitly Handle Ambiguity EMNLP 2024 Aligning Large Language Models by On-Policy Self-Judgment ACL 2024 Aligning Large Language Models via Fine-grained Supervision ACL 2024 Alignment at Pre-training! Towards Native Alignment for Arabic LLMs NeurIPS 2024 ARGS: Alignment as Reward-Guided Search ICLR 2024 Back to Basics: Revisiting REINFORCE-Style Optimization for Learning from Human Feedback in LLMs ACL 2024 Better Alignment with Instruction Back-and-Forth Translation EMNLP 2024 Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization ACL 2024 BoNBoN Alignment for Large Language Models and the Sweetness of Best-of-n Sampling NeurIPS 2024 BPO: Staying Close to the Behavior LLM Creates Better Online LLM Alignment EMNLP 2024 Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment NeurIPS 2024 Chain of Hindsight aligns Language Models with Feedback ICLR 2024 ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline EMNLP 2024