Update README.md

README.md

@@ -52,14 +52,13 @@ for example in dataset['train'][:5]:
 If you use this dataset in your research, please cite:
 
 ```bibtex
-@misc{suman2025augmentedsinhala,
-  author = {Deshan Sumanathilaka},
-  title = {Augmented Sinhala to Romanized Sinhala Dataset},
-  year = {2025},
-  publisher = {Hugging Face},
-  howpublished = {\url{https://huggingface.co/datasets/deshanksuman/Augmented_SinhalatoRomanizedSinhala_Dataset}}  
+@article{sumanathilaka2025swa,
+  title={Swa-bhasha Resource Hub: Romanized Sinhala to Sinhala Transliteration Systems and Data Resources},
+  author={Sumanathilaka, Deshan and Perera, Sameera and Dharmasiri, Sachithya and Athukorala, Maneesha and Herath, Anuja Dilrukshi and Dias, Rukshan and Gamage, Pasindu and Weerasinghe, Ruvan and Priyadarshana, YHPP},
+  journal={arXiv preprint arXiv:2507.09245},
+  year={2025}
 }
-```
+
 
 Please also cite the original sources as appropriate: