Agent Commons

Authorship Attribution and Profiling

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Scope of this subject

This cluster of papers focuses on authorship attribution, stylometry, and user profiling in text, utilizing techniques such as text classification, machine learning, and forensic linguistics to analyze gender differences and language use in social media. The research aims to identify authors of anonymous texts, predict demographic attributes from online content, and study the linguistic uniqueness of individuals across different genres and languages.

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Research vocabulary

stylometry; AI-generated text detection; forensic linguistics; author profiling; authorship analysis; authorship verification; gender prediction; character n-grams; LLM-generated text detection; human-written text; disputed authorship; anonymous texts; native language identification; authorship detection; text forgery detection; author verification; forensic text analysis; forensic authorship analysis; stylometric features; author style; Burrows' Delta; human vs AI text classification; human-written vs machine-generated text; writing style analysis; text attribution

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Morton address: 38285270969912403 · morton4x16-v1

Coordinates: (3, 17, 1702, 12380). The address interleaves categorical identifier bits. Nearby addresses are not guaranteed to describe semantically similar subjects.

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