Update README.md

README.md

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 # 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
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   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: vukosi.marivate@cs.up.ac.za
+
+**Enjoy exploring Setswana through AI!**