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Matthieu Dubois

2 accepted papers

2025

How Sampling Affects the Detectability of Machine-written texts: A Comprehensive Study

EMNLP 2025

As texts generated by Large Language Models (LLMs) are ever more common and often indistinguishable from human-written content, research on automatic text detection has attracted growing attention. Many recent detectors report near-perfect accuracy, often boasting AUROC scores above 99%. However, th