Innovator-VL: A Multimodal Large Language Model for Scientific Discovery Paper ⢠2601.19325 ⢠Published 12 days ago ⢠77
OCRVerse: Towards Holistic OCR in End-to-End Vision-Language Models Paper ⢠2601.21639 ⢠Published 10 days ago ⢠49
PaddleOCR-VL-1.5: Towards a Multi-Task 0.9B VLM for Robust In-the-Wild Document Parsing Paper ⢠2601.21957 ⢠Published 10 days ago ⢠17
Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text Paper ⢠2601.22975 ⢠Published 9 days ago ⢠83
VCode: a Multimodal Coding Benchmark with SVG as Symbolic Visual Representation Paper ⢠2511.02778 ⢠Published Nov 4, 2025 ⢠102
Kimi Linear: An Expressive, Efficient Attention Architecture Paper ⢠2510.26692 ⢠Published Oct 30, 2025 ⢠123
AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning Paper ⢠2509.08755 ⢠Published Sep 10, 2025 ⢠57
A Survey of Reinforcement Learning for Large Reasoning Models Paper ⢠2509.08827 ⢠Published Sep 10, 2025 ⢠190
GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models Paper ⢠2508.06471 ⢠Published Aug 8, 2025 ⢠206
MeshLLM: Empowering Large Language Models to Progressively Understand and Generate 3D Mesh Paper ⢠2508.01242 ⢠Published Aug 2, 2025 ⢠11
Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities Paper ⢠2507.06261 ⢠Published Jul 7, 2025 ⢠66
Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents Paper ⢠2507.04009 ⢠Published Jul 5, 2025 ⢠52
Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers Paper ⢠2506.23918 ⢠Published Jun 30, 2025 ⢠89
Qwen2.5-VL Collection Vision-language model series based on Qwen2.5 ⢠11 items ⢠Updated Dec 31, 2025 ⢠557
On Domain-Specific Post-Training for Multimodal Large Language Models Paper ⢠2411.19930 ⢠Published Nov 29, 2024 ⢠31
REASONING GYM: Reasoning Environments for Reinforcement Learning with Verifiable Rewards Paper ⢠2505.24760 ⢠Published May 30, 2025 ⢠74
Don't Overthink it. Preferring Shorter Thinking Chains for Improved LLM Reasoning Paper ⢠2505.17813 ⢠Published May 23, 2025 ⢠58
OpenThoughts: Data Recipes for Reasoning Models Paper ⢠2506.04178 ⢠Published Jun 4, 2025 ⢠51