Mohamad Mahmoodabstracts.hashnode.dev·May 23, 2024How well do hate speech, toxicity, abusive and offensive language classification models generalize across datasets?A considerable body of research deals with the automatic identification of hate speech and related phenomena. However, cross-dataset model generalization remains a challenge. In this context, we address two still open central questions: (i) to what e...toxic speech
Mohamad Mahmoodabstracts.hashnode.dev·May 19, 2024Toxic, Hateful, Offensive or Abusive? What Are We Really Classifying? An Empirical Analysis of Hate Speech DatasetsThe field of the automatic detection of hate speech and related concepts has raised a lot of interest in the last years. Different datasets were annotated and classified by means of applying different machine learning algorithms. However, few efforts...toxic speech
Mohamad Mahmoodabstracts.hashnode.dev·May 14, 2024All You Need is "Love": Evading Hate Speech DetectionWith the spread of social networks and their unfortunate use for hate speech, automatic detection of the latter has become a pressing problem. In this paper, we reproduce seven state-of-the-art hate speech detection models from prior work, and show t...toxic speech
