Update README.md

README.md

@@ -1335,7 +1335,18 @@ Document encoding was measured on realistic documents with varying lengths and d
 
 If you are interested in custom solutions with edge deployment, please contact [our sales team](https://www.liquid.ai/contact).
 
-Please cite the PyLate library if you use it for inference or training:
+
+
+## Citation
+
+```
+@article{liquidai2025lfm2,
+ title={LFM2 Technical Report},
+ author={Liquid AI},
+ journal={arXiv preprint arXiv:2511.23404},
+ year={2025}
+}
+```
 
 ```bibtex
 @misc{PyLate,