Is Next-Chunk Reasoning RL Really Better than SFT? Revisiting Training Strategies under no-CoT Data Paper • 2608.23256 • Published Aug 24 • 22
SciExplore: Evaluating Autonomous Agents from Scientific Navigation to Information Integration Paper • 2607.20926 • Published Jul 23 • 2
AdvancedMathBench: A Benchmark Suite for Advanced Mathematical Proof Generation and Verification Paper • 2607.11849 • Published 18 days ago • 30
ThoughtFold: Folding Reasoning Chains via Introspective Preference Learning Paper • 2606.03503 • Published Jun 2 • 25
MegaStyle: Constructing Diverse and Scalable Style Dataset via Consistent Text-to-Image Style Mapping Paper • 2604.08364 • Published Apr 9 • 51
OPV: Outcome-based Process Verifier for Efficient Long Chain-of-Thought Verification Paper • 2512.10756 • Published Dec 11, 2025 • 36
Long-horizon Reasoning Agent for Olympiad-Level Mathematical Problem Solving Paper • 2512.10739 • Published Dec 11, 2025 • 47
Intern-S1: A Scientific Multimodal Foundation Model Paper • 2508.15763 • Published Aug 21, 2025 • 275