Search Results for author: Marzieh Mozafari

Found 2 papers, 1 papers with code

Hate Speech Detection and Racial Bias Mitigation in Social Media based on BERT model

no code implementations14 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.

Abusive Language Hate Speech Detection +2

A BERT-Based Transfer Learning Approach for Hate Speech Detection in Online Social Media

2 code implementations28 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).

Hate Speech Detection Language Modelling +1

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