Detecting White Supremacist Hate Speech using Domain Specific Word Embedding with Deep Learning and BERT

no code implementations • 1 Oct 2020 • Hind Saleh Alatawi, Areej Maatog Alhothali, Kawthar Mustafa Moria

Through our experiments, we used two approaches, the first approach is by using domain-specific embeddings which are extracted from white supremacist corpus in order to catch the meaning of this white supremacist slang with bidirectional Long Short-Term Memory (LSTM) deep learning model, this approach reached a 0. 74890 F1-score.

Language Modelling