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Add humanize-chinese to Demos & Products (open-source Chinese AIGC text detector) #5

@voidborne-d

Description

@voidborne-d

Hi, great resource list!

I'd like to suggest adding humanize-chinese to the Demos & Products section under Detection.

What it does:

  • Open-source Chinese AI-generated text detection and rewriting library
  • Pure Python, zero external dependencies
  • Scores text 0-100 based on 48 statistical features specific to Chinese writing (sentence length variance, four-character idiom density, punctuation patterns, etc.)
  • 7 built-in style transforms for reducing AIGC signals
  • Designed for academic AIGC checking (CNKI/VIP/Wanfang compatibility)

Why it's a useful addition:

  • Most tools in the current list are English-focused or closed-source commercial products
  • This is one of the few open-source, Chinese-specific AIGC detection tools using statistical feature analysis rather than ML classifiers
  • It takes a different approach from neural detectors — lightweight statistical features that are more interpretable and don't require GPU

Suggested entry:

- humanize-chinese [[repo]](https://github.com/voidborne-d/humanize-chinese) ![](https://img.shields.io/badge/2025.03-blue)

Happy to submit a PR if you prefer. Thanks for maintaining this list!

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