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--- |
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license: cc-by-4.0 |
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language: |
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- pl |
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tags: |
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- cyberbullying |
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- hate-speech |
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pretty_name: PolishCyberbullyingDataset |
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--- |
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# Expert-annotated dataset to study cyberbullying in Polish language |
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This the first publically available expert-annotated dataset containing annotations of cyberbullying and hate-speech in Polish language. |
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Please, read [the paper](https://www.mdpi.com/2306-5729/9/1/1) about the dataset for all necessary details. |
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## Model |
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The classification model which achieved the highest classification results for the dataset is also released under the following URL. |
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[Polbert-CB - Polish BERT trained for Automatic Cyberbullying Detection](https://huggingface.co/ptaszynski/bert-base-polish-cyberbullying) |
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## Paper |
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Whenever you use the dataset, please, cite it using the following citation. |
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``` |
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@article{ptaszynski2023expert, |
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title={Expert-Annotated Dataset to Study Cyberbullying in Polish Language}, |
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author={Ptaszynski, Michal and Pieciukiewicz, Agata and Dybala, Pawel and Skrzek, Pawel and Soliwoda, Kamil and Fortuna, Marcin and Leliwa, Gniewosz and Wroczynski, Michal}, |
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journal={Data}, |
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volume={9}, |
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number={1}, |
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pages={1}, |
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year={2023}, |
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publisher={MDPI} |
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} |
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``` |
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## Bundle |
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The whole bundle containing (1) the old version of the dataset, (2) current version of the dataset, as well as (3) the model trained on this dataset can be found on [Zenodo](https://zenodo.org/records/7188178). |
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## Author |
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Michal Ptaszynski - contact me on: |
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- Twitter: [@mich_ptaszynski](https://twitter.com/mich_ptaszynski) |
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- GitHub: [ptaszynski](https://github.com/ptaszynski) |
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- LinkedIn: [michalptaszynski](https://jp.linkedin.com/in/michalptaszynski) |
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- HuggingFace: [ptaszynski](https://huggingface.co/ptaszynski) |
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