MinerU2.5-Pro: Pushing the Limits of Data-Centric Document Parsing at Scale Paper • 2604.04771 • Published Apr 6 • 125
DataFlex: A Unified Framework for Data-Centric Dynamic Training of Large Language Models Paper • 2603.26164 • Published Mar 27 • 365
MinerU-Diffusion: Rethinking Document OCR as Inverse Rendering via Diffusion Decoding Paper • 2603.22458 • Published Mar 23 • 139
DocDancer: Towards Agentic Document-Grounded Information Seeking Paper • 2601.05163 • Published Jan 8 • 7
Innovator-VL: A Multimodal Large Language Model for Scientific Discovery Paper • 2601.19325 • Published Jan 27 • 85
DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI Paper • 2512.16676 • Published Dec 18, 2025 • 226
Scone: Bridging Composition and Distinction in Subject-Driven Image Generation via Unified Understanding-Generation Modeling Paper • 2512.12675 • Published Dec 14, 2025 • 41
TRivia: Self-supervised Fine-tuning of Vision-Language Models for Table Recognition Paper • 2512.01248 • Published Dec 1, 2025 • 12
Efficient Multi-modal Large Language Models via Progressive Consistency Distillation Paper • 2510.00515 • Published Oct 1, 2025 • 41
The Devil behind the mask: An emergent safety vulnerability of Diffusion LLMs Paper • 2507.11097 • Published Jul 15, 2025 • 65
Shifting AI Efficiency From Model-Centric to Data-Centric Compression Paper • 2505.19147 • Published May 25, 2025 • 146
Document Parsing Unveiled: Techniques, Challenges, and Prospects for Structured Information Extraction Paper • 2410.21169 • Published Oct 28, 2024 • 30
