Update README.md

README.md

@@ -138,6 +138,16 @@ We release the BioClinical ModernBERT base and large model weights and training
 
 ## Citation
 
-If you use BioClinical ModernBERT in your work, please cite:
+If you use BioClinical ModernBERT in your work, please cite our preprint:
 
-TODO
+```
+@misc{sounack2025bioclinicalmodernbertstateoftheartlongcontext,
+      title={BioClinical ModernBERT: A State-of-the-Art Long-Context Encoder for Biomedical and Clinical NLP}, 
+      author={Thomas Sounack and Joshua Davis and Brigitte Durieux and Antoine Chaffin and Tom J. Pollard and Eric Lehman and Alistair E. W. Johnson and Matthew McDermott and Tristan Naumann and Charlotta Lindvall},
+      year={2025},
+      eprint={2506.10896},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2506.10896}, 
+}
+```