Update README.md

README.md

@@ -196,18 +196,18 @@ For qrels, we first indicate query lang and then doc lang in the `split` name; e
 **BibTeX:**
 
 ```bibtex
-@article{valentini2025clirudit,
-  title={CLIRudit: Cross-Lingual Information Retrieval of Scientific Documents}, 
-  author={Francisco Valentini and Diego Kozlowski and Vincent Larivière},
-  year={2025},
-  eprint={2504.16264},
-  journal={arxiv:2504.16264},
-  archivePrefix={arXiv},
-  primaryClass={cs.IR},
-  url={https://arxiv.org/abs/2504.16264}, 
+@inproceedings{valentini2025clirudit,
+  title = "{CLIRudit}: Cross-Lingual Information Retrieval of Scientific Documents", 
+  author = "Valentini, Francisco and
+             Kozlowski, Diego and 
+            Larivi\`{e}re, Vincent",
+  booktitle = "Proceedings of the Fifth Workshop on Multilingual Representation Learning (MRL 2025)",
+  month = nov,
+  year = "2025",
+  publisher = "Association for Computational Linguistics",
 }
 ```
 
 **APA:**
 
-Francisco Valentini, Diego Kozlowski, & Vincent Larivière (2025). CLIRudit: Cross-Lingual Information Retrieval of Scientific Documents. arxiv:2504.16264.
+Valentini, F., Kozlowski, D., & Larivière, V. (2025). CLIRudit: Cross-Lingual Information Retrieval of Scientific Documents. In _Proceedings of the Fifth Workshop on Multilingual Representation Learning (MRL 2025)_. Association for Computational Linguistics.