Upload README.md

README.md

@@ -106,15 +106,21 @@ Below is a code snippet to help you quickly try out our ColonR1 model using Hugg
 
 # Reference
 
-Feel free to cite if you find the **Colon-X Project** useful for your work:
+Feel free to cite if you find the Colon-X Project useful for your work:
 
+```
 @article{ji2025colonx,
-	title={Colon-X: Advancing Intelligent Colonoscopy from Multimodal Understanding to Clinical Reasoning},
-	author={Ji, Ge-Peng and Liu, Jingyi and Fan, Deng-Ping and Barnes, Nick},
-	journal={arXiv preprint arXiv:2512.03667},
-	year={2025}
+    title={Colon-X: Advancing Intelligent Colonoscopy from Multimodal Understanding to Clinical Reasoning},
+    author={Ji, Ge-Peng and Liu, Jingyi and Fan, Deng-Ping and Barnes, Nick},
+    journal={arXiv preprint arXiv:2512.03667},
+    year={2025}
 }
+```
 
 # License
-This project utilizes certain datasets and checkpoints that are subject to their respective original licenses. Users must comply with all terms and conditions of these original licenses.
-The content of this project itself is licensed under the Apache license 2.0.
+
+This project utilizes certain datasets and checkpoints that are subject to their respective original licenses. Users must comply with all terms and conditions of these original licenses. The content of this project itself is licensed under the Apache license 2.0.
+
+
+
+