Update README.md

README.md

@@ -2691,12 +2691,10 @@ This model exclusively caters to English texts, and any lengthy texts will be tr
 If you find our paper or models helpful, please consider citing them as follows:
 
 ```
-@misc{li2023general,
-      title={Towards General Text Embeddings with Multi-stage Contrastive Learning}, 
-      author={Zehan Li and Xin Zhang and Yanzhao Zhang and Dingkun Long and Pengjun Xie and Meishan Zhang},
-      year={2023},
-      eprint={2308.03281},
-      archivePrefix={arXiv},
-      primaryClass={cs.CL}
+@article{li2023towards,
+  title={Towards general text embeddings with multi-stage contrastive learning},
+  author={Li, Zehan and Zhang, Xin and Zhang, Yanzhao and Long, Dingkun and Xie, Pengjun and Zhang, Meishan},
+  journal={arXiv preprint arXiv:2308.03281},
+  year={2023}
 }
-```
+```