metadata

language:
  - en
tags:
  - twitter
  - hate-speech

Hate Speech detection in Spanish

robertuito-hate-speech

Repository: https://github.com/pysentimiento/pysentimiento/

Model trained with SemEval 2019 Task 5: HatEval (SubTask B) corpus for Hate Speech detection in English. Base model is BERTweet, a RoBERTa model trained in English tweets.

It is a multi-classifier model, with the following classes:

HS: is it hate speech?
TR: is it targeted to a specific individual?
AG: is it aggressive?

License

pysentimiento is an open-source library for non-commercial use and scientific research purposes only. Please be aware that models are trained with third-party datasets and are subject to their respective licenses.

Citation

If you use pysentimiento in your work, please cite this paper

@misc{perez2021pysentimiento,
      title={pysentimiento: A Python Toolkit for Sentiment Analysis and SocialNLP tasks},
      author={Juan Manuel Pérez and Juan Carlos Giudici and Franco Luque},
      year={2021},
      eprint={2106.09462},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

Enjoy! 🤗