Update README.md

README.md

@@ -1,8 +1,19 @@
 ---
 library_name: transformers
 license: apache-2.0
-license_link: https://huggingface.co/UbiquantAI/Fleming-R1-32B/blob/main/LICENSE
-pipeline_tag: text-generation
+license_link: https://huggingface.co/UbiquantAI/Fleming-VL-8B/blob/main/LICENSE
+pipeline_tag: image-text-to-text
+tags:
+  - medical
+  - multimodal
+  - report generation
+  - radiology
+  - clinical-reasoning
+  - MRI
+  - CT
+  - Histopathology
+  - X-ray
+  - Fundus
 ---
 
 # Fleming-VL-8B
@@ -628,14 +639,12 @@ In medical scenarios, results must be reviewed and approved by qualified profess
 
 ## 📚 Citation
 
-```bibtex
-@misc{flemingr1,
-      title={Fleming-R1: Toward Expert-Level Medical Reasoning via Reinforcement Learning}, 
-      author={Chi Liu and Derek Li and Yan Shu and Robin Chen and Derek Duan and Teng Fang and Bryan Dai},
+@misc{shu2025flemingvluniversalmedicalvisual,
+      title={Fleming-VL: Towards Universal Medical Visual Reasoning with Multimodal LLMs}, 
+      author={Yan Shu and Chi Liu and Robin Chen and Derek Li and Bryan Dai},
       year={2025},
-      eprint={2509.15279},
+      eprint={2511.00916},
       archivePrefix={arXiv},
-      primaryClass={cs.LG},
-      url={https://arxiv.org/abs/2509.15279}, 
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2511.00916}, 
 }
-```