Update README.md

README.md

@@ -161,17 +161,21 @@ using.
 If you use the dataset in your research please cite it using the
 following Bibtex excerpt:
 
+```bibtex
 @misc{sebbar2025criteoprivateadrealworldbiddingdataset,
-      title={CriteoPrivateAd: A Real-World Bidding Dataset to Design Private Advertising Systems}, 
-      author={Mehdi Sebbar and Corentin Odic and Mathieu Léchine and Aloïs Bissuel and Nicolas Chrysanthos and Anthony D'Amato and Alexandre Gilotte and Fabian Höring and Sarah Nogueira and Maxime Vono},
-      year={2025},
-      eprint={2502.12103},
-      archivePrefix={arXiv},
-      primaryClass={cs.CR},
-      url={https://arxiv.org/abs/2502.12103}, 
+  title={CriteoPrivateAd: A Real-World Bidding Dataset to Design Private Advertising Systems},
+  author={Mehdi Sebbar and Corentin Odic and Mathieu Léchine and Aloïs Bissuel and 
+          Nicolas Chrysanthos and Anthony D'Amato and Alexandre Gilotte and 
+          Fabian Höring and Sarah Nogueira and Maxime Vono},
+  year={2025},
+  eprint={2502.12103},
+  archivePrefix={arXiv},
+  primaryClass={cs.CR},
+  url={https://arxiv.org/abs/2502.12103},
 }
 
 
+
 ## Acknowledgment
 
 We would like to thank: