Investigating Offensive Language Detection in a Low-Resource Setting with a Robustness Perspective

Investigating Offensive Language Detection in a Low-Resource Setting with a Robustness Perspective

Moroccan Darija, a dialect of Arabic, presents unique challenges for natural language processing due to its lack of standardized orthographies, frequent code switching, and status as a low-resource language. In this work, we focus on detecting offensive language in Darija, addressing these complexit...

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Bibliographic Details
Main Authors: Israe Abdellaoui, Anass Ibrahimi, Mohamed Amine El Bouni, Asmaa Mourhir, Saad Driouech, Mohamed Aghzal
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Big Data and Cognitive Computing
Subjects:
offensive language detection
Darija
robustness
fairness
adversarial data
metamorphic testing
Online Access:https://www.mdpi.com/2504-2289/8/12/170
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