Update README.md

README.md

@@ -35,4 +35,18 @@ We train the model using [default hyperparameters](https://docs.ultralytics.com/
 Evals on the test set are reported below:
 
 - mAP50: **0.987**
-- mAP50-95: **0.892**
+- mAP50-95: **0.892**
+
+## Citation 
+
+If you use our model or custom training/evaluation data in your research, please cite our accompanying paper as follows:
+
+```bibtex
+@article{bct2025,
+  title = {300 Years of British Patents},
+  author = {Enrico Berkes and Matthew Lee Chen and Matteo Tranchero},
+  journal = {arXiv preprint arXiv:2401.12345},
+  year = {2025},
+  url = {https://arxiv.org/abs/2401.12345}
+}
+```