The dialects gap: A multi-task learning approach for enhancing hate speech detection in Arabic dialects

Hate speech is a complex and often debated concept within Arabic dialects. Handling and detecting hate speech in Arabic poses unique challenges due to the diverse dialects that exhibit several linguistic variations, whether in meaning or context. Previous studies have often used multiple Arabic dial...

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Bibliographic Details

Published in:	Expert systems with applications Vol. 295; p. 128584
Main Authors:	Abdelsamie, Mahmoud Mohamed, Azab, Shahira Shaaban, Hefny, Hesham A.
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.01.2026
Subjects:	AraBERT Arabic dialects Hate speech MARBERT MARBERTv2 Multi-task learning (MTL) Offensive language Multi-task learning (MTL) Hate speech AraBERT Offensive language Arabic dialects MARBERTv2 MARBERT
ISSN:	0957-4174
Online Access:	Get full text
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