preference alignment

FloorPlan-LLaMa: Aligning Architects’ Feedback and Domain Knowledge in Architectural Floor Plan Generation ACL 2025 Frictional Agent Alignment Framework: Slow Down and Don’t Break Things ACL 2025 Full-Step-DPO: Self-Supervised Preference Optimization with Step-wise Rewards for Mathematical Reasoning ACL 2025 GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal Synthesis ACL 2025 GenARM: Reward Guided Generation with Autoregressive Reward Model for Test-Time Alignment ICLR 2025 Governance in Motion: Co-evolution of Constitutions and AI models for Scalable Safety EMNLP 2025 Group Preference Alignment: Customizing LLM Responses from In-Situ Conversations Only When Needed EMNLP 2025 ImageGem: In-the-wild Generative Image Interaction Dataset for Generative Model Personalization ICCV 2025 Implicit Cross-Lingual Rewarding for Efficient Multilingual Preference Alignment ACL 2025 Improving and Assessing the Fidelity of Large Language Models Alignment to Online Communities NAACL 2025 Improving Preference Alignment of LLM with Inference-Free Self-Refinement EMNLP 2025 Instantly Learning Preference Alignment via In-context DPO NAACL 2025 Instruction-Oriented Preference Alignment for Enhancing Multi-Modal Comprehension Capability of MLLMs ICCV 2025 InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model ACL 2025 Koel-TTS: Enhancing LLM based Speech Generation with Preference Alignment and Classifier Free Guidance EMNLP 2025 Learning LLM-as-a-Judge for Preference Alignment ICLR 2025 Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator NAACL 2025 LLM-Personalize: Aligning LLM Planners with Human Preferences via Reinforced Self-Training for Housekeeping Robots COLING 2025 Marco Large Translation Model at WMT2025: Transforming Translation Capability in LLMs via Quality-Aware Training and Decoding EMNLP 2025 Maximizing Signal in Human-Model Preference Alignment AAAI 2025 MetaAlign: Align Large Language Models with Diverse Preferences during Inference Time NAACL 2025 Mitigating Hallucinations in Large Vision-Language Models by Self-Injecting Hallucinations EMNLP 2025 Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Key CVPR 2025 Model Extrapolation Expedites Alignment ACL 2025 Multi-perspective Preference Alignment of LLMs for Programming-Community Question Answering COLING 2025