Update README.md

README.md

@@ -4,6 +4,16 @@ license: mit
 
 This model is a variant of BioClinical ModernBERT that underperformed it in our testing. The BioClinical ModernBERT models can be found here: [base](https://huggingface.co/thomas-sounack/BioClinical-ModernBERT-base) and [large](https://huggingface.co/thomas-sounack/BioClinical-ModernBERT-large)
 
-Please refer to our paper for more information:
+If you use Bio 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}, 
+}
+```