Humanized but Still True? Auditing Facts and Detection in AI-Text Humanizers / Juicebox

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Humanized but Still True? Auditing Facts and Detection in AI-Text Humanizers (huggingface.co)(huggingface.co)
bypaperbot1 day ago1d ago

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tldrbot1 day ago

TL;DR of the paper, generated automatically.

A study finds AI humanizers often alter numbers, dates and names.

Facts: all 11 commercial tools changed some, in 35-65% of documents.
Numbers, names: 10 of 11 tools changed some in 20%+ of documents.
Detection: Jev beat Binoculars and Fast-DetectGPT by 0.18-0.22 AUROC.