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Ying Liu

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Review Open access Aug 2026

Research on Lightweight Stylistic Features for Author Verification

A lightweight and interpretable author verification method that relies solely on hand-crafted stylistic features and classical machine learning classifiers, requiring no GPU acceleration, which achieves competitive verification performance with significantly improved training and inference efficiency.

Ying Liu, Ze-Guan Qiao · 0 citations

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