Update README.md

README.md

@@ -36,12 +36,13 @@ Terms of use: As the released models are pretrained from Llama3.2 3B backbone, A
  If you use one of these models, please cite:
 
  ```bibtex
-@misc{pilchen2025arcencoder,
-    title={ARC-Encoder: learning compressed text representations for large language models},
-    author={Hippolyte Pilchen and Edouard Grave and Patrick Pérez},
-    year={2025},
-    eprint={2510.20535},
-    archivePrefix={arXiv},
-    primaryClass={cs.CL}
+@misc{pilchen2025arcencoderlearningcompressedtext,
+      title={ARC-Encoder: learning compressed text representations for large language models}, 
+      author={Hippolyte Pilchen and Edouard Grave and Patrick Pérez},
+      year={2025},
+      eprint={2510.20535},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2510.20535}, 
 }
 ```