chinese-text-humanizer
Chinese Academic Text Humanizer
Overview
AI-generated Chinese academic text often exhibits detectable patterns: overly balanced sentence structures, formulaic transitions, predictable hedging, and unnaturally consistent register. This guide provides strategies to transform AI-assisted drafts into natural, human-sounding Chinese academic prose while maintaining scholarly rigor. Applicable to journal manuscripts, thesis chapters, and grant applications written in Chinese.
Common AI-Generated Chinese Text Patterns
Detectable Markers
| Pattern | AI Tendency | Human Academic Style |
|---|---|---|
| Sentence openings | 重复使用 "本文"、"本研究"、"值得注意的是" | 变换主语：具体名词、被动句式、无主句 |
| Transitions | 机械使用 "首先…其次…最后" | 自然承接：因果、转折、递进交替 |
| Hedging | 每句都加 "可能"、"一定程度上" | 有选择地使用限定语，关键结论要果断 |
| Paragraph structure | 总-分-总，每段等长 | 段落长短不一，论证节奏有变化 |
| Vocabulary | 偏好"关键""重要""显著" | 用词精确：分辨"关键/核心/至关重要"的语境差异 |
| 列举 | 大量并列三项 ("X、Y和Z") | 有时二项，有时四项，避免刻板的三项并列 |
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