An Optimised BERT Pretraining Approach for Identification of Targeted Offensive Language: Data Imbalance and Potential Solutions

Author:

Mifsud Ruth1,Deka Lipika2,Lahiri Indrani3

Affiliation:

1. Data Reply,London,United Kingdom

2. De Montfort University,School of Computer Science and Informatics,Leicester,United Kingdom

3. De Montfort University,Leicester Media School,Leicester,United Kingdom

Publisher

IEEE

Reference27 articles.

1. Developing an online hate classifier for multiple social media platforms

2. Hateful symbols or hateful people? predictive features for hate speech detection on twitte;waseem;NAACL Student Research Workshop (SRW),2016

3. A BERT-Based Transfer Learning Approach for Hate Speech Detection in Online Social Media;mozafari;International Conference on Complex Networks and Their Applications,2019

4. No "Love" Lost: Defending Hate Speech Detection Models Against Adversaries

5. Hate Speech Detection using Fusion Approach

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