Update README.md

README.md

@@ -114,10 +114,10 @@ for r in results:
 ## Citation
 
 ```bibtex
-@article{torres_aguilar:hal-04983305,
-    title={Benchmarking Object Detectors for Codicological Layout Analysis in Historical Documents},
+@article{aguilar2025codicologycodecomparativestudy,
+    title={From Codicology to Code: A Comparative Study of Transformer and YOLO-based Detectors for Layout Analysis in Historical Documents},
     author={Torres Aguilar, Sergio},
-    url={https://hal.science/hal-04983305},
+    url={https://arxiv.org/abs/2506.20326},
     year={2025},
     note = {working paper or preprint}
 }