[PDF][PDF] Gender identification in twitter using n-grams and lsa

S Daneshvar, D Inkpen - … of the ninth international conference of the …, 2018 - ceur-ws.org
In this paper, we describe the participation of the Natural Language Processing Lab of the
University of Ottawa in the author profiling shared task at PAN 2018. We present our …

DP-VAE: Human-readable text anonymization for online reviews with differentially private variational autoencoders

B Weggenmann, V Rublack, M Andrejczuk… - Proceedings of the …, 2022 - dl.acm.org
While vast amounts of personal data are shared daily on public online platforms and used
by companies and analysts to gain valuable insights, privacy concerns are also on the rise …

Overview of the cross-domain authorship attribution task at {PAN} 2019

M Kestemont, E Stamatatos… - Working Notes of …, 2019 - repository.uantwerpen.be
Authorship identification remains a highly topical research problem in computational text
analysis, with many relevant applications in contemporary society and industry. In this …

An overview of aggregation methods for social networks analysis

L Hlaoua - Knowledge and Information Systems, 2024 - Springer
Creating systems that can interpret and manage the ambiguity and subjectivity of the
representation and retrieval of information is one of the issues facing information systems …

Score-based likelihood ratios for linguistic text evidence with a bag-of-words model

S Ishihara - Forensic Science International, 2021 - Elsevier
The likelihood ratio paradigm for quantifying the strength of evidence has been researched
in many fields of forensic science. Within this paradigm, score-based approaches for …

Exploiting ontology information in fuzzy SVM social media profile classification

O Mabrouk, L Hlaoua, MN Omri - Applied Intelligence, 2021 - Springer
Nowadays, social media like Twitter, Facebook, blogs, and LinkedIn are considered the
most used sources of information, while at the same time being the most visited and most …

Learning invariant representations of social media users

N Andrews, M Bishop - arXiv preprint arXiv:1910.04979, 2019 - arxiv.org
The evolution of social media users' behavior over time complicates user-level comparison
tasks such as verification, classification, clustering, and ranking. As a result, na\" ive …

[PDF][PDF] Style Change Detection Using BERT.

A Iyer, S Vosoughi - CLEF (Working Notes), 2020 - downloads.webis.de
Abstract The Style Change Detection task is very important in the area of authorship
profiling, having one of its main applications in plagiarism detection. Specifically, the goal of …

A decade of shared tasks in digital text forensics at PAN

M Potthast, P Rosso, E Stamatatos, B Stein - Advances in Information …, 2019 - Springer
Digital text forensics aims at examining the originality and credibility of information in
electronic documents and, in this regard, to extract and analyze information about the …

Who could be behind QAnon? Authorship attribution with supervised machine-learning

F Cafiero, JB Camps - Digital Scholarship in the Humanities, 2023 - academic.oup.com
A series of social media posts on 4chan then 8chan, signed under the pseudonym 'Q',
started a movement known as QAnon, which led some of its most radical supporters to …