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A BERT-Based Transfer Learning Approach for Hate Speech Detection in Online Social Media
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).
Hate Speech Detection and Racial Bias Mitigation in Social Media based on BERT model
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.
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