# From Genes to Tokens: a GWAS-inspired Approach for Interpretable Stylometric Analysis

arXiv: https://arxiv.org/abs/2606.09543 · HTML: https://mlsanity.com/paper/2606.09543/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- First posted on arXiv 8 Jun 2026.

## 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.