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preference optimization

355 papers

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Also known as

PO

Co-occurring keywords · papers mentioning both

large language model (156) direct preference optimization (50) reinforcement learning (44) reinforcement learning from human feedback (36) language model alignment (31) model alignment (30) language model (29) supervised fine-tuning (29) reward model (23) diffusion model (18)

Papers

RedOne: Revealing Domain-specific LLM Post-Training in Social Networking Services EMNLP 2025 Reversal of Thought: Enhancing Large Language Models with Preference-Guided Reverse Reasoning Warm-up ACL 2025 RewardBench: Evaluating Reward Models for Language Modeling NAACL 2025 Right Now, Wrong Then: Non-Stationary Direct Preference Optimization under Preference Drift ICML 2025 Robust Preference Optimization via Dynamic Target Margins ACL 2025 RoseRAG: Robust Retrieval-augmented Generation with Small-scale LLMs via Margin-aware Preference Optimization ACL 2025 RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data AAAI 2025 RPO: Retrieval Preference Optimization for Robust Retrieval-Augmented Generation ACL 2025 R-PRM: Reasoning-Driven Process Reward Modeling EMNLP 2025 R-TOFU: Unlearning in Large Reasoning Models EMNLP 2025 Sail into the Headwind: Alignment via Robust Rewards and Dynamic Labels against Reward Hacking ICLR 2025 Sakura at SemEval-2025 Task 2: Enhancing Named Entity Translation with Fine-Tuning and Preference Optimization SemEval 2025 SATER: A Self-Aware and Token-Efficient Approach to Routing and Cascading EMNLP 2025 SeaPO: Strategic Error Amplification for Robust Preference Optimization of Large Language Models EMNLP 2025 SelfCite: Self-Supervised Alignment for Context Attribution in Large Language Models ICML 2025 Self-Consistency Preference Optimization ICML 2025 Self-Evolutionary Large Language Models Through Uncertainty-Enhanced Preference Optimization AAAI 2025 Self-Improving Robust Preference Optimization ICLR 2025 Self-Play Preference Optimization for Language Model Alignment ICLR 2025 Self-Steering Optimization: Autonomous Preference Optimization for Large Language Models ACL 2025 Self-Taught Agentic Long Context Understanding ACL 2025 Sentimatic: Sentiment-guided Automatic Generation of Preference Datasets for Customer Support Dialogue System NAACL 2025 Sequence-level Large Language Model Training with Contrastive Preference Optimization NAACL 2025 Sequence to Sequence Reward Modeling: Improving RLHF by Language Feedback AAAI 2025 Sequential Preference Optimization: Multi-Dimensional Preference Alignment with Implicit Reward Modeling AAAI 2025