conftrace_

group relative policy optimization

131 papers

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Also known as

GRPO

Co-occurring keywords · papers mentioning both

reinforcement learning (69) large language model (23) supervised fine-tuning (18) multimodal large language model (17) vision-language model (15) mathematical reasoning (13) chain-of-thought reasoning (12) credit assignment (6) reward model (6) curriculum learning (5)

Papers

Visual-Aware CoT: Achieving High-Fidelity Visual Consistency in Unified Models CVPR 2026 VIVA: VLM-Guided Instruction-Based Video Editing with Reward Optimization CVPR 2026 VOLD: Reasoning Transfer from LLMs to Vision-Language Models via On-Policy Distillation CVPR 2026 ZoomEarth: Active Perception for Ultra-High-Resolution Geospatial Vision-Language Tasks CVPR 2026 Aligning LLMs for Thai Legal Question Answering with Efficient Semantic-Similarity Rewards EMNLP 2025 Auto-Weighted Group Relative Preference Optimization for Multi-Objective Text Generation Tasks EMNLP 2025 bea-jh at BEA 2025 Shared Task: Evaluating AI-powered Tutors through Pedagogically-Informed Reasoning ACL 2025 Boosting MLLM Reasoning with Text-Debiased Hint-GRPO ICCV 2025 Can GRPO Boost Complex Multimodal Table Understanding? EMNLP 2025 DISCO Balances the Scales: Adaptive Domain- and Difficulty-Aware Reinforcement Learning on Imbalanced Data EMNLP 2025 Enhancing AMR Parsing with Group Relative Policy Optimization ACL 2025 FlightGPT: Towards Generalizable and Interpretable UAV Vision-and-Language Navigation with Vision-Language Models EMNLP 2025 Group-Aware Reinforcement Learning for Output Diversity in Large Language Models EMNLP 2025 GRPO-Guided Modality Selection Enhanced LoRA-Tuned LLMs for Multimodal Emotion Recognition EMNLP 2025 GRPO-LEAD: A Difficulty-Aware Reinforcement Learning Approach for Concise Mathematical Reasoning in Language Models EMNLP 2025 Legal Mathematical Reasoning with LLMs: Procedural Alignment through Two-Stage Reinforcement Learning EMNLP 2025 Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond ACL 2025 MrGuard: A Multilingual Reasoning Guardrail for Universal LLM Safety EMNLP 2025 Playpen: An Environment for Exploring Learning From Dialogue Game Feedback EMNLP 2025 Predicate-Guided Generation for Mathematical Reasoning EMNLP 2025 RAVEN: Robust Advertisement Video Violation Temporal Grounding via Reinforcement Reasoning ACL 2025 Reinforcement Learning for Large Language Models via Group Preference Reward Shaping EMNLP 2025 Rewarding the Unlikely: Lifting GRPO Beyond Distribution Sharpening EMNLP 2025 Shy-hunyuan-MT at WMT25 General Machine Translation Shared Task EMNLP 2025 Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning ACL 2025