metadata
license: unknown
FrenchHateSpeechSuperset
This dataset is a superset of multiple datasets including hate speech, harasment, sexist, racist, etc...messages from various platforms.
Included datasets :
- MLMA dataset
- CAA dataset
- FTR dataset
- "An Annotated Corpus for Sexism Detection in French Tweets" dataset
- UC-Berkeley-Measuring-Hate-Speech dataset (translated from english*)
References
TO-DO
Translation
French datasets for hate speech are quite rare. To augment current dataset, messages from other languages (english only for now) have been integrated. To integrate other languages dataset, MT model were used and manually selected for each dataset.
- UC-Berkeley-Measuring-Hate-Speech dataset : Abelll/marian-finetuned-kde4-en-to-fr
Language verification
Since MT models are not perfect, some messages are not entirely translated or not translated at all. To check for obvious errors in pipeline, a general language detection model is used to prune non french texts.
Language detection model : papluca/xlm-roberta-base-language-detection