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Proposes a hybrid model for identifying plagiarism in translations, suggesting a shift to decentralized oversight.
key points LLMs can outperform lexical matching software by detecting “structural isomorphism” in translated texts. “Algorithmic vigilance” is shifting oversight from closed gatekeeping to decentralized, post‐publication scrutiny. We propose a hybrid model that anchors decentralized discovery within rigorous institutional adjudication.
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Zhang et al. (2026) studied this question.
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