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Robustness and Explainability in Arabic Authorship Models: Tackling the Challenge of AI-Generated Texts

2025-12-05

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<title>Abstract</title> <p>The rapid advancement of large language models (LLMs) has intensified challenges in distinguishing human-authored text from AI-generated content, particularly in morphologically rich and dialectally diverse languages such as Arabic. This study investigates the performance, robustness, and explainability of transformer-based and hybrid architectures for the dual tasks of Arabic authorshi...

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Literature Corpus work: e04b20f2-5a39-5d1d-badd-e309b60b3f87
DOI: 10.21203/rs.3.rs-8068231/v1

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