Hate Speech Detection using CNN with WordEmbeddings in Portuguese

Hate Speech Detection using CNN applied to datasets containing Portuguese comments annotated as hate speech or not, with the objective of improving the detection of hate speech in Portuguese language. This project aims to implement this method in public datasets containing text in Portuguese. We obtained higher results compared to the baseline.

To cite this work, please use:

@article{Silva2018, 
  title={Detecção de discurso de ódio em português usando CNN combinado a vetores de palavras}, 
  author={Samuel Silva and Adriane Serapião}, 
  booktitle={6th Symposium on Knowledge Discovery, Mining and Learning (KDMiLe)}, 
  year={2018}
}