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