Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO Paper • 2505.22453 • Published 14 days ago • 45
The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models Paper • 2505.22617 • Published 13 days ago • 120
X-Reasoner: Towards Generalizable Reasoning Across Modalities and Domains Paper • 2505.03981 • Published May 6 • 14
Absolute Zero: Reinforced Self-play Reasoning with Zero Data Paper • 2505.03335 • Published May 6 • 170
Reinforcement Learning for Reasoning in Large Language Models with One Training Example Paper • 2504.20571 • Published Apr 29 • 94
PaperBench: Evaluating AI's Ability to Replicate AI Research Paper • 2504.01848 • Published Apr 2 • 36
Technologies on Effectiveness and Efficiency: A Survey of State Spaces Models Paper • 2503.11224 • Published Mar 14 • 27
MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning Paper • 2503.07459 • Published Mar 10 • 16
MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning Paper • 2502.19634 • Published Feb 26 • 63
Multimodal Mamba: Decoder-only Multimodal State Space Model via Quadratic to Linear Distillation Paper • 2502.13145 • Published Feb 18 • 38
Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention Paper • 2502.11089 • Published Feb 16 • 160
EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents Paper • 2502.09560 • Published Feb 13 • 36
Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling Paper • 2502.06703 • Published Feb 10 • 153