Update README.md

README.md

@@ -11,7 +11,7 @@ This model was created based on [facebook/esm2_t33_650M_UR50D](https://huggingfa
 ### Model Sources
 <!-- Provide the basic links for the model. -->
 - **Repository:** https://github.com/sagawatatsuya/PLTNUM
-- **Paper:** 
+- **Paper:** [Prediction of Protein Half-lives from Amino Acid Sequences by Protein Language Models](https://www.biorxiv.org/content/10.1101/2024.09.10.612367v1)
 - **Demo:** https://huggingface.co/spaces/sagawa/PLTNUM
 
 ## Uses
@@ -85,5 +85,7 @@ print(sigmoid(model(input)))
 ```
 
 ## Citation
-
+Prediction of Protein Half-lives from Amino Acid Sequences by Protein Language Models  
+Tatsuya Sagawa, Eisuke Kanao, Kosuke Ogata, Koshi Imami, Yasushi Ishihama  
+bioRxiv 2024.09.10.612367; doi: https://doi.org/10.1101/2024.09.10.612367
 <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->