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PolishCyberbullyingDataset

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Tags:
cyberbullying
hate-speech
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metadata
license: cc-by-4.0
language:
  - pl
tags:
  - cyberbullying
  - hate-speech
pretty_name: PolishCyberbullyingDataset

Expert-annotated dataset to study cyberbullying in Polish language

This the first publically available expert-annotated dataset containing annotations of cyberbullying and hate-speech in Polish language.

Please, read the paper about the dataset for all necessary details.

Model

The classification model which achieved the highest classification results for the dataset is also released under the following URL. Polbert-CB - Polish BERT trained for Automatic Cyberbullying Detection

Citations

Whenever you use the dataset, please, cite it using the following citation to the paper. 

@article{ptaszynski2023expert,
  title={Expert-Annotated Dataset to Study Cyberbullying in Polish Language},
  author={Ptaszynski, Michal and Pieciukiewicz, Agata and Dybala, Pawel and Skrzek, Pawel and Soliwoda, Kamil and Fortuna, Marcin and Leliwa, Gniewosz and Wroczynski, Michal},
  journal={Data},
  volume={9},
  number={1},
  pages={1},
  year={2023},
  publisher={MDPI}
}

Licences

The dataset is licensed under CC BY 4.0, or Creative Commons Attribution 4.0 International License.

Creative Commons License

Bundle

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.

Author

Michal Ptaszynski - contact me on: