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--- |
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license: cc-by-sa-4.0 |
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language: |
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- tn |
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tags: |
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- setswana |
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- corpora |
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pretty_name: puodata |
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size_categories: |
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- 1M<n<10M |
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--- |
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# PuoData: A curated corpora for Setswana |
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[](https://arxiv.org/abs/2310.09141) |
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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. |
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Give Feedback 📑: [DSFSI Resource Feedback Form](https://docs.google.com/forms/d/e/1FAIpQLSf7S36dyAUPx2egmXbFpnTBuzoRulhL5Elu-N1eoMhaO7v10w/formResponse) |
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## Dataset Curation |
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| Dataset Name | Kind | Num. of Tokens | |
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|---|---|---| |
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| *PuoData* | | | |
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| NCHLT Setswana \cite{eiselen2014developing} | Government Documents | 1,010,147 | |
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| Nalibali Setswana | Childrens Books | 57,654 | |
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| Setswana Bible | Book(s) | 879,630 | |
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| SA Constitution | Official Document | 56,194 | |
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| Leipzig Setswana Corpus BW | Curated Dataset | 219,149 | |
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| Leipzig Setswana Corpus ZA | Curated Dataset | 218,037 | |
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| SABC Dikgang tsa Setswana FB (Facebook) | News Headlines | 167,119 | |
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| SABC MotswedingFM FB | Online Content | 33,092 | |
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| Leipzig Setswana Wiki | Online Content | 230,333 | |
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| Setswana Wiki | Online Content | 183,168 | |
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| Vukuzenzele Monolingual TSN | Government News | 157,798 | |
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| gov-za Cabinet speeches TSN | Government Speeches | 591,920 | |
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| Department Basic Education TSN | Education Material | 708,965 | |
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| **PuoData Total** | 25MB on disk | **4,513,206** | |
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| *PuoData+JW300* | | | |
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| JW300 Setswana| Book(s) | 19,782,122 | |
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| **PuoData+JW300** | 124MB on disk | **24,295,328** | |
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## Dataset Uses |
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We used this corpus to train [PuoBERTa](https://github.com/dsfsi/PuoBERTa), 🤗 [https://huggingface.co/dsfsi/PuoBERTa](https://huggingface.co/dsfsi/PuoBERTa). It is also part of the corpus used for [PuoBERTaJW300](https://huggingface.co/dsfsi/PuoBERTaJW300). |
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## Citation Information |
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Bibtex Reference |
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``` |
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@inproceedings{marivate2023puoberta, |
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title = {PuoBERTa: Training and evaluation of a curated language model for Setswana}, |
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author = {Vukosi Marivate and Moseli Mots'Oehli and Valencia Wagner and Richard Lastrucci and Isheanesu Dzingirai}, |
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year = {2023}, |
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booktitle= {Artificial Intelligence Research. SACAIR 2023. Communications in Computer and Information Science}, |
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url= {https://link.springer.com/chapter/10.1007/978-3-031-49002-6_17}, |
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keywords = {NLP}, |
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preprint_url = {https://arxiv.org/abs/2310.09141}, |
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dataset_url = {https://github.com/dsfsi/PuoBERTa}, |
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software_url = {https://huggingface.co/dsfsi/PuoBERTa} |
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} |
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``` |
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## License |
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The license of PuoData is in CC-BY-SA-4.0. the monolingual data have difference licenses depending on the news website license |
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* License for Data - [CC-BY-SA-4.0](LICENSE) |
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## Dataset Contact |
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For more details, reach out or check our [website](https://dsfsi.github.io/). |
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Email: vukosi.marivate@cs.up.ac.za |
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**Enjoy exploring Setswana through AI!** |
