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

Let's Verify and Reinforce Image Generation Step by Step CVPR 2025
ReNeg: Learning Negative Embedding with Reward Guidance CVPR 2025
AToM: Aligning Text-to-Motion Model at Event-Level with GPT-4Vision Reward CVPR 2025
VL-RewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models CVPR 2025
An Efficient and Precise Training Data Construction Framework for Process-supervised Reward Model in Mathematical Reasoning ACL 2025
Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning ACL 2025
From Lists to Emojis: How Format Bias Affects Model Alignment ACL 2025
Inverse Reinforcement Learning Meets Large Language Model Alignment ACL 2025
Shallow Preference Signals: Large Language Model Aligns Even Better with Truncated Data? ACL 2025
Calibrated Multi-Preference Optimization for Aligning Diffusion Models CVPR 2025
Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward EMNLP 2025
Aligning Dialogue Agents with Global Feedback via Large Language Model Multimodal Reward Decomposition EMNLP 2025
Evaluating the Role of Verifiers in Test-Time Scaling for Legal Reasoning Tasks EMNLP 2025
MathTutorBench: A Benchmark for Measuring Open-ended Pedagogical Capabilities of LLM Tutors EMNLP 2025
Reward-Weighted Sampling: Enhancing Non-Autoregressive Characteristics in Masked Diffusion LLMs EMNLP 2025
Enhancing RLHF with Human Gaze Modeling EMNLP 2025
MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning EMNLP 2025
Training Language Models to Critique With Multi-agent Feedback EMNLP 2025
Prompt-Free Conditional Diffusion for Multi-object Image Augmentation IJCAI 2025
Generating Questions Under Discussion with Reinforcement Learning using Ranking and Scoring for Reward and Evaluation AACL 2025
Generating Questions Under Discussion with Reinforcement Learning using Ranking and Scoring for Reward and Evaluation IJCNLP 2025
Bit_numeval at SemEval-2024 Task 7: Enhance Numerical Sensitivity and Reasoning Completeness for Quantitative Understanding SEMEVAL 2024
InstructVideo: Instructing Video Diffusion Models with Human Feedback CVPR 2024
Applying RLAIF for Code Generation with API-usage in Lightweight LLMs ACL 2024
CLHA: A Simple Yet Effective Contrastive Learning Framework for Human Alignment COLING 2024