Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning Paper • 2505.15966 • Published 20 days ago • 51
StructEval: Benchmarking LLMs' Capabilities to Generate Structural Outputs Paper • 2505.20139 • Published 16 days ago • 18
Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL Paper • 2505.17952 • Published 19 days ago • 20
Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models Paper • 2505.19509 • Published 16 days ago • 2
Infinity Parser: Layout Aware Reinforcement Learning for Scanned Document Parsing Paper • 2506.03197 • Published 10 days ago • 4
StructEval: Benchmarking LLMs' Capabilities to Generate Structural Outputs Paper • 2505.20139 • Published 16 days ago • 18
QuickVideo: Real-Time Long Video Understanding with System Algorithm Co-Design Paper • 2505.16175 • Published 20 days ago • 39
General-Reasoner: Advancing LLM Reasoning Across All Domains Paper • 2505.14652 • Published 21 days ago • 22
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