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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

A Game-Theoretica Negotiation Framework for Cross-Cultural Consensus ACL 2026 A Human-Centric Pipeline for Aligning Large Language Models with Chinese Medical Ethics AAAI 2026 Align³GR: Unified Multi-Level Alignment for LLM-based Generative Recommendation AAAI 2026 Aligning Large Language Models via Fully Self-Synthetic Data ACL 2026 Aligning Multi-Character Narrative Image Generation with Multi-Aspect Human Preferences CVPR 2026 ALIGN: Word Association Learning for Cultural Alignment in Large Language Models ACL 2026 AMaPO: Adaptive Margin-attached Preference Optimization for Language Model Alignment AAAI 2026 AMATA: Adaptive Multi-Agent Trajectory Alignment for Knowledge-Intensive Question Answering ACL 2026 AP2O-Coder: Adaptively Progressive Preference Optimization for Reducing Compilation and Runtime Errors in LLM-Generated Code AAAI 2026 Attack the Messages, Not the Agents: A Multi-round Adaptive Stealthy Tampering Framework for LLM-MAS AAAI 2026 Attribute-Controlled Translation with Preference Optimization EACL 2026 Beyond Surface Features: Advancing Medical Vision-Language Alignment via Dynamic Evidence-Guided Preference Optimization ACL 2026 Bootstrapping LLMs via Preference-Based Policy Optimization AAAI 2026 Building Domain-Specific Small Language Models via Guided Data Generation AAAI 2026 CAT: Confidence-Adaptive Thinking for Efficient Reasoning of Large Reasoning Models ACL 2026 Causal Direct Preference Optimization for Language Model Alignment EACL 2026 ChemReason-Bench: Benchmarking Large Language Models for Procedural Reasoning in Experimental Chemistry ACL 2026 CiPO: Counterfactual Unlearning for Large Reasoning Models through Iterative Preference Optimization ACL 2026 CRAFT: Aligning Diffusion Models with Fine-Tuning Is Easier Than You Think CVPR 2026 Data-efficient Targeted Token-level Preference Optimization for LLM-based Text-to-Speech ACL 2026 DEPO: Dual-Efficiency Preference Optimization for LLM Agents AAAI 2026 Do Political Opinions Transfer Between Western Languages? An Analysis of Unaligned and Aligned Multilingual LLMs EACL 2026 Edit-Aware Reward Modeling for Chinese Grammatical Error Correction ACL 2026 EPO: Diverse and Realistic Protein Ensemble Generation via Energy Preference Optimization AAAI 2026 ExPose: Reinforcing Video Generation Models for Extreme Pose Estimation CVPR 2026