reward model

Teach a Reward Model to Correct Itself: Reward Guided Adversarial Failure Discovery for Robust Reward Modeling ACL 2026 Teaching LLM to be Persuasive: Reward-Enhanced Policy Optimization for Alignment from Heterogeneous Rewards ACL 2026 Team TüLK at SemEval-2026 Task 1: Humor Generation with Qwen and Group Relative Policy Optimization SemEval 2026 The Image as Its Own Reward: Reinforcement Learning with Adversarial Reward for Image Generation CVPR 2026 Unified Customized Generation by Disentangled Reward Modeling CVPR 2026 UniGen-1.5: Enhancing Image Generation and Editing through Reward Unification in RL CVPR 2026 UNO! UNified Offline Training Paradigm for Learning Path Recommendation AAAI 2026 VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation AAAI 2026 WildReward: Learning Reward Models from In-the-Wild Human Interactions ACL 2026 WPT: World-to-Policy Transfer via Online World Model Distillation CVPR 2026 YNU-HPCC at SemEval-2026 Task 1: Constraint-Aware In-Context Learning for Multilingual Humor Generation SemEval 2026 Accelerating Unbiased LLM Evaluation via Synthetic Feedback ICML 2025 ACECODER: Acing Coder RL via Automated Test-Case Synthesis ACL 2025 AceMath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling ACL 2025 A Comprehensive Survey on Learning from Rewards for Large Language Models: Reward Models and Learning Strategies EMNLP 2025 AdaRewriter: Unleashing the Power of Prompting-based Conversational Query Reformulation via Test-Time Adaptation EMNLP 2025 ADIEE: Automatic Dataset Creation and Scorer for Instruction-Guided Image Editing Evaluation ICCV 2025 Agent-Oriented Planning in Multi-Agent Systems ICLR 2025 Align2LLaVA: Cascaded Human and Large Language Model Preference Alignment for Multi-modal Instruction Curation ACL 2025 Aligning Black-Box LLMs for Aspect Sentiment Quad Prediction EMNLP 2025 Aligning Dialogue Agents with Global Feedback via Large Language Model Multimodal Reward Decomposition EMNLP 2025 Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering ACL 2025 Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation ACL 2025 Alleviating Shifted Distribution in Human Preference Alignment through Meta-Learning AAAI 2025 An Efficient and Precise Training Data Construction Framework for Process-supervised Reward Model in Mathematical Reasoning ACL 2025