reinforcement learning from human feedback

OpenRubrics: Towards Scalable Synthetic Rubric Generation for Reward Modeling and LLM Alignment ACL 2026 PaTaRM: Bridging Pairwise and Pointwise Signals via Preference-Aware Task-Adaptive Reward Modeling ACL 2026 PIRA: Preference-Oriented Instruction-Tuned Reward Models with Dual Aggregation EACL 2026 Reasoning While Asking: Transforming Reasoning Large Language Models from Passive Solvers to Proactive Inquirers ACL 2026 ReflectRM: Boosting Generative Reward Models via Self-Reflection within a Unified Judgment Framework ACL 2026 Rethinking Deep Alignment Through the Lens of Incomplete Safety Learning AAAI 2026 Reward Sharpness-Aware Fine-Tuning for Diffusion Models CVPR 2026 SharedRep-RLHF: A Shared Representation Approach to RLHF with Diverse Preferences AAAI 2026 StyleDoctor: Towards Specialist Reward Model for Style-centric Generation Tasks CVPR 2026 Taming Preference Mode Collapse via Directional Decoupling Alignment in Diffusion Reinforcement Learning CVPR 2026 Teaching LLM to be Persuasive: Reward-Enhanced Policy Optimization for Alignment from Heterogeneous Rewards ACL 2026 Towards Reinforcement Learning from Neural Feedback: Mapping fNIRS Signals to Agent Performance AAAI 2026 W2S-AlignTree: Weak-to-Strong Inference-Time Alignment for Large Language Models via Monte Carlo Tree Search AAAI 2026 WildReward: Learning Reward Models from In-the-Wild Human Interactions ACL 2026 AceMath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling ACL 2025 A Common Pitfall of Margin-based Language Model Alignment: Gradient Entanglement ICLR 2025 Adversarial Preference Learning for Robust LLM Alignment ACL 2025 Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems ACL 2025 A Good Plan is Hard to Find: Aligning Models with Preferences is Misaligned with What Helps Users EMNLP 2025 AlignDistil: Token-Level Language Model Alignment as Adaptive Policy Distillation ACL 2025 Aligning Language Models with Demonstrated Feedback ICLR 2025 Aligning Large Language Models for Faithful Integrity Against Opposing Argument AAAI 2025 Aligning Large Language Models with Implicit Preferences from User-Generated Content ACL 2025 Aligning to What? Limits to RLHF Based Alignment NAACL 2025 Aligning Visual Contrastive learning models via Preference Optimization ICLR 2025