---
language: 
  - en

tags:
  - twitter
  - hate-speech

---
# Hate Speech detection in Spanish
## robertuito-hate-speech

Repository: [https://github.com/pysentimiento/pysentimiento/](https://github.com/finiteautomata/pysentimiento/)



Model trained with SemEval 2019 Task 5: HatEval (SubTask B) corpus for Hate Speech detection in English. Base model is [BERTweet](https://huggingface.co/vinai/bertweet-base), 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. 

1. [TASS Dataset license](http://tass.sepln.org/tass_data/download.php)
2. [SEMEval 2017 Dataset license]()

## Citation

If you use `pysentimiento` in your work, please cite [this paper](https://arxiv.org/abs/2106.09462)

```
@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! 🤗