Update README.md

README.md

@@ -211,19 +211,18 @@ async_llm.shutdown()
 We would like to thank [Qwen Team](https://github.com/QwenLM), [vLLM](https://github.com/vllm-project/vllm), [OmniDocBench](https://github.com/opendatalab/OmniDocBench), [UniMERNet](https://github.com/opendatalab/UniMERNet), [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR), [DocLayout-YOLO](https://github.com/opendatalab/DocLayout-YOLO) for providing valuable code and models. We also appreciate everyone's contribution to this open-source project!
 
 
-# Citing MinerU2.5
+# Citation
 
-The arXiv version is coming soon. Stay tuned!
-<!-- If you find our paper and code useful in your research, please consider giving a star ⭐ and citation 📝 :
+If you find our work useful in your research, please consider giving a star ⭐ and citation 📝 :
 
 ```BibTeX
-@misc{li2025monkeyocrdocumentparsingstructurerecognitionrelation,
-      title={MonkeyOCR: Document Parsing with a Structure-Recognition-Relation Triplet Paradigm}, 
-      author={Zhang Li and Yuliang Liu and Qiang Liu and Zhiyin Ma and Ziyang Zhang and Shuo Zhang and Zidun Guo and Jiarui Zhang and Xinyu Wang and Xiang Bai},
+@misc{niu2025mineru25decoupledvisionlanguagemodel,
+      title={MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing}, 
+      author={Junbo Niu and Zheng Liu and Zhuangcheng Gu and Bin Wang and Linke Ouyang and Zhiyuan Zhao and Tao Chu and Tianyao He and Fan Wu and Qintong Zhang and Zhenjiang Jin and others},
       year={2025},
-      eprint={2506.05218},
+      eprint={2509.22186},
       archivePrefix={arXiv},
       primaryClass={cs.CV},
-      url={https://arxiv.org/abs/2506.05218}, 
+      url={https://arxiv.org/abs/2509.22186}, 
 }
-``` -->
+```