A Comprehensive Study on NLP Data Augmentation for Hate Speech Detection: Legacy Methods, BERT, and LLMs

no code implementations • 30 Mar 2024 • Md Saroar Jahan, Mourad Oussalah, Djamila Romaissa Beddia, Jhuma Kabir Mim, Nabil Arhab

The surge of interest in data augmentation within the realm of NLP has been driven by the need to address challenges posed by hate speech domains, the dynamic nature of social media vocabulary, and the demands for large-scale neural networks requiring extensive training data.

Data Augmentation Hate Speech Detection +1