conftrace_

reinforcement learning from human feedback

278 papers

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Co-occurring keywords

large language model (13587) reward model (276) reinforcement learning (4352) direct preference optimization (332) language model alignment (142) reward modeling (164) human feedback (161) preference learning (418) model alignment (226) language model (4599)

Papers

OpenRubrics: Towards Scalable Synthetic Rubric Generation for Reward Modeling and LLM Alignment ACL 2026

DARM: Distribution-Aware Reward Modeling by Alleviating Biases from Low Preference-Context Dependency Data ACL 2026

W2S-AlignTree: Weak-to-Strong Inference-Time Alignment for Large Language Models via Monte Carlo Tree Search AAAI 2026

Efficient KL Divergence Estimation via Truncated Top-K Integration for Large Language Models ACL 2026

Reasoning While Asking: Transforming Reasoning Large Language Models from Passive Solvers to Proactive Inquirers ACL 2026

ConsistRM: Improving Generative Reward Models via Consistency-Aware Self-Training ACL 2026

PIRA: Preference-Oriented Instruction-Tuned Reward Models with Dual Aggregation EACL 2026

Mitigating Length Bias in RLHF Through a Causal Lens AAAI 2026

Towards Reinforcement Learning from Neural Feedback: Mapping fNIRS Signals to Agent Performance AAAI 2026

Bias Fitting to Mitigate Length Bias of Reward Model in RLHF ACL 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

ARF-RLHF: Adaptive Reward-Following for RLHF through Emotion-Driven Self-Supervision and Trace-Biased Dynamic Optimization ACL 2026

ReflectRM: Boosting Generative Reward Models via Self-Reflection within a Unified Judgment Framework ACL 2026

Adaptive Helpfulness–Harmlessness Alignment with Preference Vectors EACL 2026

Helios: A Foundational Language Model for Smart Energy Knowledge Reasoning and Application EACL 2026

HapticLLaMA: A Multimodal Sensory Language Model for Haptic Captioning EACL 2026

Conformal Feedback Alignment: Quantifying Answer-Level Reliability for Robust LLM Alignment EACL 2026

AI-Salesman: Towards Reliable Large Language Model Driven Telemarketing AAAI 2026

Cost-Minimized Label-Flipping Poisoning Attack to LLM Alignment AAAI 2026

SharedRep-RLHF: A Shared Representation Approach to RLHF with Diverse Preferences AAAI 2026

Rethinking Deep Alignment Through the Lens of Incomplete Safety Learning AAAI 2026

WildReward: Learning Reward Models from In-the-Wild Human Interactions ACL 2026

PaTaRM: Bridging Pairwise and Pointwise Signals via Preference-Aware Task-Adaptive Reward Modeling ACL 2026

ARES: Adaptive Red-Teaming and End-to-End Repair of Policy-Reward System ACL 2026