Sentiment Analysis in Spanish

beto-sentiment-analysis

NOTE: this model will be removed soon -- use pysentimiento/robertuito-sentiment-analysis instead

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

Model trained with TASS 2020 corpus (around ~5k tweets) of several dialects of Spanish. Base model is BETO , a BERT model trained in Spanish.

Uses POS , NEG , NEU labels.

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 this model in your work, please cite the following papers:

@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}
}

@article{canete2020spanish,
  title={Spanish pre-trained bert model and evaluation data},
  author={Ca{\~n}ete, Jos{\'e} and Chaperon, Gabriel and Fuentes, Rodrigo and Ho, Jou-Hui and Kang, Hojin and P{\'e}rez, Jorge},
  journal={Pml4dc at iclr},
  volume={2020},
  number={2020},
  pages={1--10},
  year={2020}
}

Enjoy! 🤗