reward modeling

159 papers

Explore in graph

Also known as

RLHF RM

Co-occurring keywords

large language model (12755) reinforcement learning (4122) reinforcement learning from human feedback (261) reward model (251) preference learning (411) language model alignment (142) human feedback (161) direct preference optimization (317) policy optimization (630) language model (4573)

Papers

MagicID: Hybrid Preference Optimization for ID-Consistent and Dynamic-Preserved Video Customization ICCV 2025

VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward Models ICCV 2025

Think&Cite: Improving Attributed Text Generation with Self-Guided Tree Search and Progress Reward Modeling ACL 2025

Approximated Variational Bayesian Inverse Reinforcement Learning for Large Language Model Alignment AAAI 2025

PersonalVideo: High ID-Fidelity Video Customization without Dynamic and Semantic Degradation ICCV 2025

An Efficient and Precise Training Data Construction Framework for Process-supervised Reward Model in Mathematical Reasoning ACL 2025

Beyond Excess and Deficiency: Adaptive Length Bias Mitigation in Reward Models for RLHF NAACL 2025

Context Filtering with Reward Modeling in Question Answering COLING 2025

Binary Classifier Optimization for Large Language Model Alignment ACL 2025

Self-Generated Critiques Boost Reward Modeling for Language Models NAACL 2025

DPL: Diverse Preference Learning Without A Reference Model NAACL 2025

Sequence to Sequence Reward Modeling: Improving RLHF by Language Feedback AAAI 2025

Aligning Language Models Using Follow-up Likelihood as Reward Signal AAAI 2025

CulFiT: A Fine-grained Cultural-aware LLM Training Paradigm via Multilingual Critique Data Synthesis ACL 2025

MPPO: Multi Pair-wise Preference Optimization for LLMs with Arbitrary Negative Samples COLING 2025

Shallow Preference Signals: Large Language Model Aligns Even Better with Truncated Data? ACL 2025

Long-Term Ad Memorability: Understanding & Generating Memorable Ads WACV 2025

AgentRM: Enhancing Agent Generalization with Reward Modeling ACL 2025

Team XSZ at BioLaySumm2025: Section-Wise Summarization, Retrieval-Augmented LLM, and Reinforcement Learning Fine-Tuning for Lay Summaries ACL 2025

CARMO: Dynamic Criteria Generation for Context Aware Reward Modelling ACL 2025

Hierarchical Reward Modeling for Fault Localization in Large Code Repositories EMNLP 2025

Linguistic Generalizability of Test-Time Scaling in Mathematical Reasoning ACL 2025

Dynamic Scaling of Unit Tests for Code Reward Modeling ACL 2025

MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning EMNLP 2025

CodeTool: Enhancing Programmatic Tool Invocation of LLMs via Process Supervision ACL 2025