reward model

Prompt-Free Conditional Diffusion for Multi-object Image Augmentation IJCAI 2025 Q-Adapter: Customizing Pre-trained LLMs to New Preferences with Forgetting Mitigation ICLR 2025 QuRe: Query-Relevant Retrieval through Hard Negative Sampling in Composed Image Retrieval ICML 2025 RAGferee: Building Contextual Reward Models for Retrieval-Augmented Generation EMNLP 2025 RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment ACL 2025 RATE: Causal Explainability of Reward Models with Imperfect Counterfactuals ICML 2025 RED: Unleashing Token-Level Rewards from Holistic Feedback via Reward Redistribution EMNLP 2025 Reinforcement Learning with Supervised Alignment EMNLP 2025 Rejected Dialects: Biases Against African American Language in Reward Models NAACL 2025 RELIC: Enhancing Reward Model Generalization for Low-Resource Indic Languages with Few-Shot Examples EMNLP 2025 Removing Prompt-template Bias in Reinforcement Learning from Human Feedback ACL 2025 ReNeg: Learning Negative Embedding with Reward Guidance CVPR 2025 ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks EMNLP 2025 Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree? ICLR 2025 Rethinking Reward Model Evaluation Through the Lens of Reward Overoptimization ACL 2025 RewardBench: Evaluating Reward Models for Language Modeling NAACL 2025 Reward-Guided Speculative Decoding for Efficient LLM Reasoning ICML 2025 Reward-Guided Tree Search for Inference Time Alignment of Large Language Models NAACL 2025 Reward Modeling with Ordinal Feedback: Wisdom of the Crowd ICML 2025 Reward Model Perspectives: Whose Opinions Do Reward Models Reward? EMNLP 2025 Reward Models in Deep Reinforcement Learning: A Survey IJCAI 2025 Reward-Weighted Sampling: Enhancing Non-Autoregressive Characteristics in Masked Diffusion LLMs EMNLP 2025 ReWiND: Language-Guided Rewards Teach Robot Policies without New Demonstrations CoRL 2025 reWordBench: Benchmarking and Improving the Robustness of Reward Models with Transformed Inputs EMNLP 2025 RIVAL: Reinforcement Learning with Iterative and Adversarial Optimization for Machine Translation EMNLP 2025