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conftrace_

reward model

401 papers

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Also known as

RM

Co-occurring keywords · papers mentioning both

large language model (104) reinforcement learning (91) reinforcement learning from human feedback (85) preference learning (38) language model (34) direct preference optimization (33) language model alignment (29) human feedback (29) human preference (28) reward modeling (26)

Papers

Igniting Creative Writing in Small Language Models: LLM-as-a-Judge versus Multi-Agent Refined Rewards EMNLP 2025 Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment CVPR 2025 Improve LLM-as-a-Judge Ability as a General Ability EMNLP 2025 Improving Reward Model Generalization from Adversarial Process Enhanced Preferences ICML 2025 Improving Reward Models with Synthetic Critiques NAACL 2025 In2X at WMT25 Translation Task EMNLP 2025 In-Dataset Trajectory Return Regularization for Offline Preference-based Reinforcement Learning AAAI 2025 Integrating Symbolic Execution into the Fine-Tuning of Code-Generating LLMs NAACL 2025 InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model ACL 2025 Interpreting Language Reward Models via Contrastive Explanations ICLR 2025 Inverse Constitutional AI: Compressing Preferences into Principles ICLR 2025 Inverse Reinforcement Learning Meets Large Language Model Alignment ACL 2025 IPO: Your Language Model is Secretly a Preference Classifier ACL 2025 Is Best-of-N the Best of Them? Coverage, Scaling, and Optimality in Inference-Time Alignment ICML 2025 IterComp: Iterative Composition-Aware Feedback Learning from Model Gallery for Text-to-Image Generation ICLR 2025 Joint Reward and Policy Learning with Demonstrations and Human Feedback Improves Alignment ICLR 2025 JudgeBench: A Benchmark for Evaluating LLM-Based Judges ICLR 2025 Learning LLM-as-a-Judge for Preference Alignment ICLR 2025 LEGEND: Leveraging Representation Engineering to Annotate Safety Margin for Preference Datasets AAAI 2025 Let's Verify and Reinforce Image Generation Step by Step CVPR 2025 Leveraging Sub-Optimal Data for Human-in-the-Loop Reinforcement Learning ICLR 2025 LLM Alignment as Retriever Optimization: An Information Retrieval Perspective ICML 2025 LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feedback ACL 2025 LongReward: Improving Long-context Large Language Models with AI Feedback ACL 2025 Lost in the Context: Insufficient and Distracted Attention to Contexts in Preference Modeling ACL 2025