MinerU2.5-Pro: Pushing the Limits of Data-Centric Document Parsing at Scale Paper • 2604.04771 • Published 2 days ago • 89
Intern-S1-Pro: Scientific Multimodal Foundation Model at Trillion Scale Paper • 2603.25040 • Published 13 days ago • 125
DataChef: Cooking Up Optimal Data Recipes for LLM Adaptation via Reinforcement Learning Paper • 2602.11089 • Published Feb 11 • 18
TL-GRPO: Turn-Level RL for Reasoning-Guided Iterative Optimization Paper • 2601.16480 • Published Jan 23 • 51
Achieving Olympia-Level Geometry Large Language Model Agent via Complexity Boosting Reinforcement Learning Paper • 2512.10534 • Published Dec 11, 2025 • 32
OPV: Outcome-based Process Verifier for Efficient Long Chain-of-Thought Verification Paper • 2512.10756 • Published Dec 11, 2025 • 35
Long-horizon Reasoning Agent for Olympiad-Level Mathematical Problem Solving Paper • 2512.10739 • Published Dec 11, 2025 • 47
Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models Paper • 2511.08577 • Published Nov 11, 2025 • 110
CMPhysBench: A Benchmark for Evaluating Large Language Models in Condensed Matter Physics Paper • 2508.18124 • Published Aug 25, 2025 • 49
Intern-S1: A Scientific Multimodal Foundation Model Paper • 2508.15763 • Published Aug 21, 2025 • 273
Mol-R1: Towards Explicit Long-CoT Reasoning in Molecule Discovery Paper • 2508.08401 • Published Aug 11, 2025 • 42
Semi-off-Policy Reinforcement Learning for Vision-Language Slow-thinking Reasoning Paper • 2507.16814 • Published Jul 22, 2025 • 21
The Imitation Game: Turing Machine Imitator is Length Generalizable Reasoner Paper • 2507.13332 • Published Jul 17, 2025 • 49
VIKI-R: Coordinating Embodied Multi-Agent Cooperation via Reinforcement Learning Paper • 2506.09049 • Published Jun 10, 2025 • 37
MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space Paper • 2504.13835 • Published Apr 18, 2025 • 38
RIG: Synergizing Reasoning and Imagination in End-to-End Generalist Policy Paper • 2503.24388 • Published Mar 31, 2025 • 29