conftrace_

reward modeling

193 papers

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Also known as

RM

Co-occurring keywords · papers mentioning both

large language model (74) reinforcement learning (70) reinforcement learning from human feedback (41) preference learning (26) reward model (26) language model alignment (23) direct preference optimization (18) human feedback (17) policy optimization (15) language model (15)

Papers

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 Active Reward Modeling: Adaptive Preference Labeling for Large Language Model Alignment ICML 2025 Adaptive Preference Optimization with Uncertainty-aware Utility Anchor EMNLP 2025 Advancing LLM Reasoning Generalists with Preference Trees ICLR 2025 Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems ACL 2025 Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents ACL 2025 AgentRM: Enhancing Agent Generalization with Reward Modeling ACL 2025 Aligning Language Models Using Follow-up Likelihood as Reward Signal AAAI 2025 Aligning VLM Assistants with Personalized Situated Cognition ACL 2025 An Efficient and Precise Training Data Construction Framework for Process-supervised Reward Model in Mathematical Reasoning ACL 2025 Approximated Variational Bayesian Inverse Reinforcement Learning for Large Language Model Alignment AAAI 2025 Assess and Prompt: A Generative RL Framework for Improving Engagement in Online Mental Health Communities EMNLP 2025 A Systematic Analysis of Base Model Choice for Reward Modeling EMNLP 2025 Better than Your Teacher: LLM Agents that learn from Privileged AI Feedback ICLR 2025 Beyond Correctness: Confidence-Aware Reward Modeling for Enhancing Large Language Model Reasoning EMNLP 2025 Beyond Excess and Deficiency: Adaptive Length Bias Mitigation in Reward Models for RLHF NAACL 2025 Beyond Online Sampling: Bridging Offline-to-Online Alignment via Dynamic Data Transformation for LLMs EMNLP 2025 Binary Classifier Optimization for Large Language Model Alignment ACL 2025 CARMO: Dynamic Criteria Generation for Context Aware Reward Modelling ACL 2025 CodeTool: Enhancing Programmatic Tool Invocation of LLMs via Process Supervision ACL 2025 Consistency-Aware Online Multi-Objective Alignment for Related Search Query Generation ACL 2025 Context Filtering with Reward Modeling in Question Answering COLING 2025 CPO: Addressing Reward Ambiguity in Role-playing Dialogue via Comparative Policy Optimization EMNLP 2025 Cross-lingual Transfer of Reward Models in Multilingual Alignment NAACL 2025