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Sophie Hao

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#artificial intelligence Preprint Jun 2026

Does Anthropomorphic Language Impact Public Perceptions of AI?

The results indicate that any immediate effects on opinions of AI are modest, although they leave open the possibility that anthropomorphic language could have an effect in naturalistic settings, or over gradual, continued exposure.

Betty Li Hou, Sophie Hao, Sunoo Park et al. · 0 citations
#natural language process... Preprint Aug 2026

AI Writers Have a Consistent Stylometric Footprint, but AI Editors Do Not

It is shown that AI generation leaves a consistent ``stylometric footprint'': a small subset of features, primarily entropy and lexical diversity, consistently separates AI-generated text from human writing across 8 LLMs and 5 domains, while the remaining features depend heavily on the domain and generator.

Zhengyang Shan, Yukyung Lee, Sophie Hao · 0 citations

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