Update README.md

README.md

@@ -114,19 +114,20 @@ The code in this repository is open source under the [Apache-2.0 license](./LICE
 
 If you find our work useful, please consider citing the following paper:
 ```
-@article{chen2024xtrimopglm,
+@misc{chen2024xtrimopglm,
   title={xTrimoPGLM: unified 100B-scale pre-trained transformer for deciphering the language of protein},
   author={Chen, Bo and Cheng, Xingyi and Li, Pan and Geng, Yangli-ao and Gong, Jing and Li, Shen and Bei, Zhilei and Tan, Xu and Wang, Boyan and Zeng, Xin and others},
-  journal={arXiv preprint arXiv:2401.06199},
-  year={2024}
+  year={2024},
+  eprint={2401.06199},
+  archivePrefix={arXiv},
+  primaryClass={cs.CL},
+  note={arXiv preprint arXiv:2401.06199}
 }
 
-@article{cheng2024training,
+@misc{cheng2024training,
   title={Training Compute-Optimal Protein Language Models},
   author={Cheng, Xingyi and Chen, Bo and Li, Pan and Gong, Jing and Tang, Jie and Song, Le},
-  journal={bioRxiv},
-  pages={2024--06},
   year={2024},
-  publisher={Cold Spring Harbor Laboratory}
+  note={bioRxiv, Cold Spring Harbor Laboratory, pages 2024--06}
 }
 ```