Update README.md

README.md

@@ -17,7 +17,7 @@ tags:
 - LLM
 ---
 
-This model has been finetuned following the approach described in the paper **BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers**. The associated GitHub repository is available here https://github.com/ritaranx/BMRetriever.
+This model has been finetuned following the approach described in the paper **BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers**, published in EMNLP 2024. The associated GitHub repository is available here https://github.com/ritaranx/BMRetriever.
 
 This model has 410M parameters. See the paper [link](https://arxiv.org/abs/2404.18443) for details.
 
@@ -100,12 +100,10 @@ print(scores.tolist())
 ## Citation
 If you find this repository helpful, please kindly consider citing the corresponding paper. Thanks!
 ```
-@misc{xu2024bmretriever,
+@inproceedings{xu2024bmretriever,
       title={BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers}, 
       author={Ran Xu and Wenqi Shi and Yue Yu and Yuchen Zhuang and Yanqiao Zhu and May D. Wang and Joyce C. Ho and Chao Zhang and Carl Yang},
       year={2024},
-      eprint={2404.18443},
-      archivePrefix={arXiv},
-      primaryClass={cs.CL}
+      booktitle={Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing},
 }
 ```