Update README.md

README.md

@@ -260,14 +260,15 @@ Important limitations:
 If you use this dataset, please cite the Fanar-Sadiq paper:
 
 ```bibtex
-@misc{abbas2026fanarsadiqmultiagentarchitecturegrounded,
-      title={Fanar-Sadiq: A Multi-Agent Architecture for Grounded Islamic QA}, 
-      author={Ummar Abbas and Mourad Ouzzani and Mohamed Y. Eltabakh and Omar Sinan and Gagan Bhatia and Hamdy Mubarak and Majd Hawasly and Mohammed Qusay Hashim and Kareem Darwish and Firoj Alam},
-      year={2026},
-      eprint={2603.08501},
-      archivePrefix={arXiv},
-      primaryClass={cs.CL},
-      url={https://arxiv.org/abs/2603.08501}, 
+@inproceedings{abbas2026fanarsadiq,
+  title     = {{Fanar-Sadiq}: A Multi-Agent Architecture for Grounded Islamic QA},
+  author    = {Abbas, Ummar and Ouzzani, Mourad and Eltabakh, Mohamed Y. and Sinan, Omar and Bhatia, Gagan and Mubarak, Hamdy and Hawasly, Majd and Hashim, Mohammed Qusay and Darwish, Kareem and Alam, Firoj},
+  booktitle = {Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics},
+  month     = jul,
+  year      = {2026},
+  address   = {San Diego, California, United States},
+  publisher = {Association for Computational Linguistics},
+  note      = {Accepted to ACL 2026}
 }
 ```
 
@@ -275,6 +276,3 @@ If you use this dataset, please cite the Fanar-Sadiq paper:
 
 This dataset is released under the **Apache License 2.0**.
 
-## Contact
-
-For questions, please open a discussion on the Hugging Face dataset page or contact the dataset maintainers through the QCRI/Fanar project channels.