Update README.md

README.md

@@ -324,12 +324,14 @@ TowerVision excels particularly in multimodal multilingual translation benchmark
 If you find TowerVision useful in your research, please consider citing the following paper:
 
 ```bibtex
-@article{towervision2025,
-  title={Understanding and Improving Multilinguality in Vision-Language Models},
-  author={[Authors to be added]},
-  journal={[Journal to be added]},
-  year={2025},
-  note={Paper in preparation}
+@misc{viveiros2025towervisionundermstandingimprovingmultilinguality,
+      title={TowerVision: Understanding and Improving Multilinguality in Vision-Language Models}, 
+      author={André G. Viveiros and Patrick Fernandes and Saul Santos and Sonal Sannigrahi and Emmanouil Zaranis and Nuno M. Guerreiro and Amin Farajian and Pierre Colombo and Graham Neubig and André F. T. Martins},
+      year={2025},
+      eprint={2510.21849},
+      archivePrefix={arXiv},
+      primaryClass={cs.LG},
+      url={https://arxiv.org/abs/2510.21849}, 
 }
 ```