Author

Seonuk Kim

Seoul National University

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Preprint Aug 2026

MD-ProTector: Positioning Multiple Data-Driven Prototypes for LLM-Generated Text Detection

As LLM-generated content becomes more sophisticated, detection systems for distinguishing those texts from human-written text must operate at scale while handling diverse writing styles, domains, languages, and generator models. Input-only encoder detectors are suitable for practical deployment setting, but standard bi...

J. Han, Jimin Hong, C. Moon et al. · 0 citations