Update README.md

README.md

@@ -12,6 +12,8 @@ size_categories:
 
 # PuoData: A curated corpora for Setswana
 
+[![arXiv](https://img.shields.io/badge/arXiv-2310.09141-b31b1b.svg)](https://arxiv.org/abs/2310.09141)
+
 We believe that PuoData is a valuable resource for the Setswana language community. We hope that PuoData will be used to develop new and innovative applications that benefit the Setswana-speaking community.
 
 ## Dataset Curation
@@ -56,4 +58,13 @@ Bibtex Reference
   dataset_url = {https://github.com/dsfsi/PuoBERTa},
   software_url = {https://huggingface.co/dsfsi/PuoBERTa}
 }
-```
+```
+
+
+## Dataset Contact
+
+For more details, reach out or check our [website](https://dsfsi.github.io/).
+
+Email: [email protected]
+
+**Enjoy exploring Setswana through AI!**