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M. Islam

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Preprint Aug 2026

DeBERTa-Sentinel: Toward Transparent and Trustworthy Detection of AI-Generated Text

DeBERTa-Sentinel is introduced, a responsible AI-generated text detection framework leveraging DeBERTa-v3's disentangled attention to capture subtle structural irregularities in synthetic content and promotes trustworthy, ethical, and human-centric AI systems.

Muhammad Yousaf Rehman, M. Islam · 1 citation

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