Update README.md

README.md

@@ -5,9 +5,9 @@ base_model:
 tags:
 - protein
 - antibody
-- esmc
 - biology
 - CDR
+- esm2
 ---
 # Antibody ESM2 Paired Model
 
@@ -95,9 +95,17 @@ sequence = "EVQLVESGGGLVQPGGSLRLSCAASGFTFSSYAMS...-DIQMTQSPSSLSASVGDRVTITCRASQSI
 
 ## Citation
 
-Preferential CDR masking in paired antibody language models improves binding affinity prediction
-Mahtab Talaei, Kenji C. Walker, Boran Hao, Eliot Jolley, Yeping Jin, Dima Kozakov, John Misasi, Sandor Vajda, Ioannis Ch. Paschalidis, Diane Joseph-McCarthy
-bioRxiv 2025.10.31.685149; doi: https://doi.org/10.1101/2025.10.31.685149
+If you use this model, please cite:
+
+```bibtex
+@article{talaei2025preferential,
+  title={Preferential CDR masking in paired antibody language models improves binding affinity prediction},
+  author={Talaei, Mahtab and Walker, Kenji C. and Hao, Boran and Jolley, Eliot and Jin, Yeping and Kozakov, Dima and Misasi, John and Vajda, Sandor and Paschalidis, Ioannis Ch. and Joseph-McCarthy, Diane},
+  journal={bioRxiv},
+  year={2025},
+  doi={10.1101/2025.10.31.685149}
+}
+```
 
 ## Contact
 
@@ -123,4 +131,4 @@ This model is released under the MIT License.
 huggingface-cli login
 
 # Option 2: Environment variable
-export HF_TOKEN="your_token_here"
+export HF_TOKEN="your_token_here"