humanize-chinese
by voidborne-d
Detect and humanize AI-generated Chinese text. 20+ rule detection categories plus 8 HC3-calibrated statistical features (sentence-length CV Cohen's d=1.22, short-sentence fraction d=1.21, comma density, GLTR rank buckets, DivEye surprisal). Unified CLI: ./humanize {detect,rewrite,academic,style,compare}. 7 style transforms (casual/zhihu/xiaohongshu/wechat/academic/literary/weibo), 40 paraphrase templates, 122 academic replacements, CiLin synonym expansion with semantic filter. Academic paper AIGC reduction for CNKI/VIP/Wanfang (知网/维普/万方 AIGC 检测降重), 11 academic detection dimensions. Pure Python, no dependencies. v3.0.0 — HC3 accuracy 73%, humanize avg delta +4.2 on HC3-Chinese 100-sample. Use when user says: "去AI味", "降AIGC", "人性化文本", "humanize chinese", "AI检测", "AIGC降重", "去除AI痕迹", "文本改写", "论文降重", "知网检测", "维普检测", "AI写作检测", "让文字更自然", "detect AI text", "humanize text", "reduce AIGC score", "make text human-like", "去ai化", "改成人话", "去机器味", "降低AI率", "过AIGC检测"