Auditing facts and detection in AI-text humanizers: numbers, dates, names, and quotes survive rewrites; validated rule-based checker assesses checkable details
Read the original at arxiv.org→arXiv:2611.00359v1 Announce Type: new Abstract: AI "humanizers" rewrite machine-generated text so that detectors classify it as human-written. Public leaderboards score evasion and embedding similarity, but not...
Original headline: "Humanized but Still True? Auditing Facts and Detection in AI-Text Humanizers"
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- Nov 3, 05:00 UTC arXiv cs.CL lead source Humanized but Still True? Auditing Facts and Detection in AI-Text Humanizers