Achieving Olympia-Level Geometry Large Language Model Agent via Complexity Boosting Reinforcement Learning Paper • 2512.10534 • Published 24 days ago • 31
Long-horizon Reasoning Agent for Olympiad-Level Mathematical Problem Solving Paper • 2512.10739 • Published 24 days ago • 45
OPV: Outcome-based Process Verifier for Efficient Long Chain-of-Thought Verification Paper • 2512.10756 • Published 24 days ago • 33
ARM-Thinker: Reinforcing Multimodal Generative Reward Models with Agentic Tool Use and Visual Reasoning Paper • 2512.05111 • Published Dec 4, 2025 • 47
MM-HELIX: Boosting Multimodal Long-Chain Reflective Reasoning with Holistic Platform and Adaptive Hybrid Policy Optimization Paper • 2510.08540 • Published Oct 9, 2025 • 109
Intern-S1: A Scientific Multimodal Foundation Model Paper • 2508.15763 • Published Aug 21, 2025 • 259
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 • 48
MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space Paper • 2504.13835 • Published Apr 18, 2025 • 38
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Paper • 2504.10479 • Published Apr 14, 2025 • 306
RIG: Synergizing Reasoning and Imagination in End-to-End Generalist Policy Paper • 2503.24388 • Published Mar 31, 2025 • 29
Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLM Paper • 2503.14478 • Published Mar 18, 2025 • 48
Mask-DPO: Generalizable Fine-grained Factuality Alignment of LLMs Paper • 2503.02846 • Published Mar 4, 2025 • 19
Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning Paper • 2502.06781 • Published Feb 10, 2025 • 58
Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training Paper • 2501.11425 • Published Jan 20, 2025 • 109
MindSearch: Mimicking Human Minds Elicits Deep AI Searcher Paper • 2407.20183 • Published Jul 29, 2024 • 43
ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language Models Paper • 2407.04693 • Published Jul 5, 2024 • 3