From Genes to Tokens: a GWAS-inspired Approach for Interpretable Stylometric Analysis
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Abstract (arXiv)
This short paper introduces a stylometric interpretation method inspired by genome-wide association studies (GWAS). Each "gene" token's association with "phenotype" authorship is tested using logistic regression with multiple-comparison correction. Applied to English, German, and Russian corpora, the method detects statistically significant lexical markers distinctive of individual authors.
Key facts. No citing papers in the map yet (data through 14 Oct 2026). First posted on arXiv 8 Jun 2026.
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