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model alignment

260 papers

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Co-occurring keywords · papers mentioning both

large language model (139) reinforcement learning from human feedback (43) direct preference optimization (32) preference optimization (30) preference learning (26) language model alignment (25) language model (22) reward model (22) reinforcement learning (22) human preference (16)

Papers

Towards Better Alignment: Training Diffusion Models with Reinforcement Learning Against Sparse Rewards CVPR 2025 Towards Low-Resource Alignment to Diverse Perspectives with Sparse Feedback EMNLP 2025 UAlign: LLM Alignment Benchmark for the Ukrainian Language ACL 2025 UltraIF: Advancing Instruction Following from the Wild EMNLP 2025 UniCBE: An Uniformity-driven Comparing Based Evaluation Framework with Unified Multi-Objective Optimization ICLR 2025 Unlocking Decoding-time Controllability: Gradient-Free Multi-Objective Alignment with Contrastive Prompts NAACL 2025 Value Compass Benchmarks: A Comprehensive, Generative and Self-Evolving Platform for LLMs’ Value Evaluation ACL 2025 VL-RewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models CVPR 2025 VPO: Aligning Text-to-Video Generation Models with Prompt Optimization ICCV 2025 Weak-to-Strong Preference Optimization: Stealing Reward from Weak Aligned Model ICLR 2025 Weights-Rotated Preference Optimization for Large Language Models EMNLP 2025 When Big Models Train Small Ones: Label-Free Model Parity Alignment for Efficient Visual Question Answering using Small VLMs EMNLP 2025 When Personalization Meets Reality: A Multi-Faceted Analysis of Personalized Preference Learning EMNLP 2025 A Critical Evaluation of AI Feedback for Aligning Large Language Models NeurIPS 2024 A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques ACL 2024 Advancing Adversarial Suffix Transfer Learning on Aligned Large Language Models EMNLP 2024 A Grounded Preference Model for LLM Alignment ACL 2024 Aligners: Decoupling LLMs and Alignment EMNLP 2024 Aligning Diffusion Models by Optimizing Human Utility NeurIPS 2024 Aligning Large and Small Language Models via Chain-of-Thought Reasoning EACL 2024 Aligning Large Language Models via Fine-grained Supervision ACL 2024 Aligning Large Language Models with Diverse Political Viewpoints EMNLP 2024 Aligning Model Properties via Conformal Risk Control NeurIPS 2024 Alignment for Honesty NeurIPS 2024 Applying RLAIF for Code Generation with API-usage in Lightweight LLMs ACL 2024