no code implementations • 14 Aug 2020 • Marzieh Mozafari, Reza Farahbakhsh, Noel Crespi
Next, we introduce a bias alleviation mechanism in hate speech detection task to mitigate the effect of bias in training set during the fine-tuning of our pre-trained BERT-based model.
2 code implementations • 28 Oct 2019 • Marzieh Mozafari, Reza Farahbakhsh, Noel Crespi
To address these needs, in this study we introduce a novel transfer learning approach based on an existing pre-trained language model called BERT (Bidirectional Encoder Representations from Transformers).