conftrace_

reward model

276 papers

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Also known as

RM

Co-occurring keywords

large language model (13587) reinforcement learning (4352) reinforcement learning from human feedback (278) language model (4599) preference learning (418) language model alignment (142) reward modeling (164) direct preference optimization (332) human feedback (161) human preference (124)

Papers

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

Debiasing Reward Models via Causally Motivated Inference-Time Intervention ACL 2026

RubricBench: Aligning Model-Generated Rubrics with Human Standards ACL 2026

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

LitBench: A Benchmark and Dataset for Reliable Evaluation of Creative Writing EACL 2026

CrowdSelect: SyntheticInstruction Data Selection with Multi-LLM Wisdom EACL 2026

HARM: Learning Hate-Aware Reward Model for Evaluating Natural Language Explanations of Offensive Content EACL 2026

COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values EACL 2026

LLM-Aligned Geographic Item Tokenization for Local-Life Recommendation AAAI 2026

Preference Is More than Comparisons: Rethinking Dueling Bandits with Augmented Human Feedback AAAI 2026

Bootstrapping LLMs via Preference-Based Policy Optimization AAAI 2026

SparseRM: A Lightweight Preference Modeling with Sparse Autoencoder AAAI 2026

Benchmarking and Enhancing Rule Knowledge-Driven Reasoning of Large Language Models AAAI 2026

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

ResMAS: Resilience Optimization in LLM-based Multi-agent Systems AAAI 2026

Align to Structure: Aligning Large Language Models with Structural Information AAAI 2026

UNO! UNified Offline Training Paradigm for Learning Path Recommendation AAAI 2026

Reward Model Evaluation via Automatically-Ranked Policy Alignment AAAI 2026

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

DRAFT-RL: Multi-Agent Chain-of-Draft Reasoning for Reinforcement Learning-Enhanced LLMs AAAI 2026

AdaJudge: Adaptive Multi-Perspective Judging for Reward Modeling ACL 2026

C2: Scalable Rubric-Augmented Reward Modeling from Binary Preferences ACL 2026

Reward Modeling for Scientific Writing Evaluation ACL 2026

LiTS: A Modular Framework for LLM Tree Search ACL 2026