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PAN22 Authorship Analysis: Authorship Verification

Authors: Stamatatos, Efstathios; Kredens, Krzysztof; Pezik, Piotr; Heini, Annina; Kestemont, Mike; Bevendorff, Janek; Potthast, Martin; +1 Authors

PAN22 Authorship Analysis: Authorship Verification

Abstract

Download Access to our corpus can be requested via the Aston Institute for Forensic Linguistics Databank: https://fold.aston.ac.uk/handle/123456789/17 Task Authorship verification is the task of deciding whether two texts have been written by the same author based on comparing the texts' writing styles. In previous editions of PAN, we explored the effectiveness of authorship verification technology in several languages and text genres. In the two most recent editions, cross-domain authorship verification using fanfiction texts was examined. Despite certain differences between fandoms, the task of cross-fandom authorship verification has proved to be relatively feasible. In the current edition, we focus on more challenging scenarios where each author verification case considers two texts that belong to different DTs (cross-DT authorship verification). This will allow us to study the ability of stylometric approaches to capture authorial characteristics that remain stable across DTs even when very different forms of expression are imposed by the DT norms. Based on a new corpus in English, we provide cross-DT authorship verification cases using the following DTs: Essays Emails Text messages Business memos The corpus comprises texts of around 100 individuals. All individuals have similar age (18-22) and are native English speakers. The topic of text samples is not restricted while the level of formality can vary within a certain DT (e.g., text messages may be addressed to family members or non-familial acquaintances). More information at: Authorship Verification 2022

Keywords

style, authorship verification, authorship

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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
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230