OctoThinker: Mid-training Incentivizes Reinforcement Learning Scaling Paper • 2506.20512 • Published Jun 25 • 46
Revisiting Reinforcement Learning for LLM Reasoning from A Cross-Domain Perspective Paper • 2506.14965 • Published Jun 17 • 49
ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows Paper • 2505.19897 • Published May 26 • 103
Learn to Reason Efficiently with Adaptive Length-based Reward Shaping Paper • 2505.15612 • Published May 21 • 34
Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis Paper • 2505.13227 • Published May 19 • 46
Generative AI Act II: Test Time Scaling Drives Cognition Engineering Paper • 2504.13828 • Published Apr 18 • 17
Rethinking RL Scaling for Vision Language Models: A Transparent, From-Scratch Framework and Comprehensive Evaluation Scheme Paper • 2504.02587 • Published Apr 3 • 32
SkyLadder: Better and Faster Pretraining via Context Window Scheduling Paper • 2503.15450 • Published Mar 19 • 12
Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs Paper • 2502.12982 • Published Feb 18 • 18
Teaching Language Models to Critique via Reinforcement Learning Paper • 2502.03492 • Published Feb 5 • 24
CodeI/O: Condensing Reasoning Patterns via Code Input-Output Prediction Paper • 2502.07316 • Published Feb 11 • 51
Qwen2.5-VL Collection Vision-language model series based on Qwen2.5 • 11 items • Updated Jul 21 • 530
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking Paper • 2501.04519 • Published Jan 8 • 283