Hugging Face's logo

Datasets:
ptaszynski
/
PolishCyberbullyingDataset

Modalities:
Tabular
Text
Formats:
csv
Languages:
Polish
Size:
10K - 100K
Tags:
cyberbullying
hate-speech
Libraries:
Datasets
pandas
License:
Dataset card Viewer Files Community
1
PolishCyberbullyingDataset / README.md
ptaszynski's picture
ptaszynski
Update README.md
b8ea624
preview code
|
raw
history blame
No virus
1.72 kB
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

Paper

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

@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}
}

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: