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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

MVReward: Better Aligning and Evaluating Multi-View Diffusion Models with Human Preferences AAAI 2025 On-the-fly Preference Alignment via Principle-Guided Decoding ICLR 2025 PA-RAG: RAG Alignment via Multi-Perspective Preference Optimization NAACL 2025 Permutative Preference Alignment from Listwise Ranking of Human Judgments EMNLP 2025 Persona-judge: Personalized Alignment of Large Language Models via Token-level Self-judgment ACL 2025 Personality Alignment of Large Language Models ICLR 2025 Personalize Your LLM: Fake it then Align it NAACL 2025 PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment ACL 2025 Prompt-A-Video: Prompt Your Video Diffusion Model via Preference-Aligned LLM ICCV 2025 Radiology Report Generation via Multi-objective Preference Optimization AAAI 2025 RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment ACL 2025 Rejected Dialects: Biases Against African American Language in Reward Models NAACL 2025 Rethinking Reward Model Evaluation Through the Lens of Reward Overoptimization ACL 2025 Reward-Augmented Data Enhances Direct Preference Alignment of LLMs ICML 2025 Robust Multi-Objective Preference Alignment with Online DPO AAAI 2025 ROPO: Robust Preference Optimization for Large Language Models ICML 2025 RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data AAAI 2025 Self-Augmented Preference Alignment for Sycophancy Reduction in LLMs EMNLP 2025 Self-Generated Critiques Boost Reward Modeling for Language Models NAACL 2025 Sequential Preference Optimization: Multi-Dimensional Preference Alignment with Implicit Reward Modeling AAAI 2025 SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters ICLR 2025 SparsePO: Controlling Preference Alignment of LLMs via Sparse Token Masks EMNLP 2025 SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Models CVPR 2025 SudoLM: Learning Access Control of Parametric Knowledge with Authorization Alignment ACL 2025 Synergistic Weak-Strong Collaboration by Aligning Preferences ACL 2025