Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning Paper • 2505.15966 • Published May 21 • 51
StructEval: Benchmarking LLMs' Capabilities to Generate Structural Outputs Paper • 2505.20139 • Published May 26 • 18
Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL Paper • 2505.17952 • Published May 23 • 21
Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models Paper • 2505.19509 • Published May 26 • 2
Infinity Parser: Layout Aware Reinforcement Learning for Scanned Document Parsing Paper • 2506.03197 • Published 27 days ago • 4
Grounded Image Text Matching with Mismatched Relation Reasoning Paper • 2308.01236 • Published Aug 2, 2023
AURORA:Automated Training Framework of Universal Process Reward Models via Ensemble Prompting and Reverse Verification Paper • 2502.11520 • Published Feb 17
VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning Paper • 2504.08837 • Published Apr 10 • 43