Toward Robust Arabic AI-Generated Text Detection: Tackling Diacritics Challenges

Toward Robust Arabic AI-Generated Text Detection: Tackling Diacritics Challenges

Current AI detection systems often struggle to distinguish between Arabic human-written text (HWT) and AI-generated text (AIGT) due to the small marks present above and below the Arabic text called diacritics. This study introduces robust Arabic text detection models using Transformer-based pre-trai...

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Bibliographic Details
Main Authors: Hamed Alshammari, Khaled Elleithy
Format: Article
Language:English
Published: MDPI AG 2024-07-01
Series:Information
Subjects:
Arabic text detection
AI-generated text
transformer-based models
dediacritization
ChatGPT
synthetic texts
Online Access:https://www.mdpi.com/2078-2489/15/7/419

Internet

https://www.mdpi.com/2078-2489/15/7/419

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