Update README.md

README.md

@@ -6,6 +6,8 @@ tags:
 - feature-extraction
 - mteb
 - sentence-transformers
+inference: false
+library_name: transformers
 ---
 
 <br><br>
@@ -270,9 +272,21 @@ print(scores)
 
 </details>
 
-## Training & Evaluation
+## Citation
 
-Please refer to our [technical report of jina-code-embeddings](https://arxiv.org/abs/2508.21290) for training details and benchmarks.
+Please refer to our [technical report of jina-code-embeddings](https://arxiv.org/abs/2508.21290) for training details and benchmarks. If you find it useful in your research, please cite the following paper:
+
+```
+@misc{kryvosheieva2025efficientcodeembeddingscode,
+      title={Efficient Code Embeddings from Code Generation Models}, 
+      author={Daria Kryvosheieva and Saba Sturua and Michael Günther and Scott Martens and Han Xiao},
+      year={2025},
+      eprint={2508.21290},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2508.21290}, 
+}
+```
 
 ## Contact