reinforcement learning from human feedback

Adaptive Helpfulness–Harmlessness Alignment with Preference Vectors EACL 2026 AI-Salesman: Towards Reliable Large Language Model Driven Telemarketing AAAI 2026 Aligning Agents via Planning: A Benchmark for Trajectory-Level Reward Modeling ACL 2026 Aligning Large Language Models via Fully Self-Synthetic Data ACL 2026 An Information-Theoretic Study of RLHF-Induced Uniformity in Large Language Model Outputs CoNLL 2026 ARES: Adaptive Red-Teaming and End-to-End Repair of Policy-Reward System ACL 2026 ARF-RLHF: Adaptive Reward-Following for RLHF through Emotion-Driven Self-Supervision and Trace-Biased Dynamic Optimization ACL 2026 Bias Fitting to Mitigate Length Bias of Reward Model in RLHF ACL 2026 Conformal Feedback Alignment: Quantifying Answer-Level Reliability for Robust LLM Alignment EACL 2026 ConsistRM: Improving Generative Reward Models via Consistency-Aware Self-Training ACL 2026 Cost-Minimized Label-Flipping Poisoning Attack to LLM Alignment AAAI 2026 Current Advances in LLM Reasoning ACL 2026 DARM: Distribution-Aware Reward Modeling by Alleviating Biases from Low Preference-Context Dependency Data ACL 2026 Efficient KL Divergence Estimation via Truncated Top-K Integration for Large Language Models ACL 2026 Feeling Right vs. Being Right: How AI Sycophancy Affects Value-Laden Deliberation ACL 2026 FinPercep-RM: A Fine-grained Reward Model and Co-evolutionary Curriculum for RL-based Real-world Super-Resolution CVPR 2026 HapticLLaMA: A Multimodal Sensory Language Model for Haptic Captioning EACL 2026 Helios: A Foundational Language Model for Smart Energy Knowledge Reasoning and Application EACL 2026 HP-Edit: A Human-Preference Post-Training Framework for Image Editing CVPR 2026 Influence-based Online Experience Selection for Effective RLHF ACL 2026 Leveraging Verifier-Based Reinforcement Learning in Image Editing CVPR 2026 MapReduce LoRA: Advancing the Pareto Front in Multi-Preference Optimization for Generative Models CVPR 2026 Mitigating Length Bias in RLHF Through a Causal Lens AAAI 2026 Neighbor GRPO: Contrastive ODE Policy Optimization Aligns Flow Models CVPR 2026 Now They See It, Now They Don’t: Multimodal Reward Models Exhibit Unreliability in Physical World Constraints CoNLL 2026