From Genes to Tokens: a GWAS-inspired Approach for Interpretable Stylometric Analysis
Dmitry Pronin, Evgeny Kazartsev
cs.CL
Abstract
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.
Topics
Classified with taxonomy v2 on Wed, 2 Sept 2026.