Add bibtex citation information.

README.md

@@ -127,4 +127,13 @@ Feel free to contact us if you have any ideas or if you want to know more about
 - Ashfia Binte Habib
 
 ## BibTeX entry and citation info
-Coming soon!
+
+```bibtex
+@article{Moosa2022DoesTH,
+  title={Does Transliteration Help Multilingual Language Modeling?},
+  author={Ibraheem Muhammad Moosa and Mahmuda Akhter and Ashfia Binte Habib},
+  journal={ArXiv},
+  year={2022},
+  volume={abs/2201.12501}
+}
+```