Overview of PAN 2021: authorship verification, profiling hate speech spreaders on twitter, and style change detection

J Bevendorff, B Chulvi… - Experimental IR Meets …, 2021 - Springer
The paper gives a brief overview of the three shared tasks organized at the PAN 2021 lab on
digital text forensics and stylometry hosted at the CLEF conference. The tasks include …

Overview of the cross-domain authorship verification task at PAN 2020

M Kestemont, E Manjavacas… - Working notes of …, 2020 - repository.uantwerpen.be
Authorship identification remains a highly topical research problem in computational text
analysis with many relevant applications in contemporary society and industry. For this …

Just What do You Think You're Doing, Dave?'A Checklist for Responsible Data Use in NLP

A Rogers, T Baldwin, K Leins - arXiv preprint arXiv:2109.06598, 2021 - arxiv.org
A key part of the NLP ethics movement is responsible use of data, but exactly what that
means or how it can be best achieved remain unclear. This position paper discusses the …

Overview of PAN 2019: bots and gender profiling, celebrity profiling, cross-domain authorship attribution and style change detection

W Daelemans, M Kestemont, E Manjavacas… - Experimental IR Meets …, 2019 - Springer
We briefly report on the four shared tasks organized as part of the PAN 2019 evaluation lab
on digital text forensics and authorship analysis. Each task is introduced, motivated, and the …

Survey on AI-Generated Plagiarism Detection: The Impact of Large Language Models on Academic Integrity

S Pudasaini, L Miralles-Pechuán, D Lillis… - Journal of Academic …, 2024 - Springer
A survey conducted in 2023 surveyed 3,017 high school and college students. It found that
almost one-third of them confessed to using ChatGPT for assistance with their homework …

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 pan 2020: Authorship verification, celebrity profiling, profiling fake news spreaders on twitter, and style change detection

J Bevendorff, B Ghanem, A Giachanou… - Experimental IR Meets …, 2020 - Springer
We briefly report on the four shared tasks organized as part of the PAN 2020 evaluation lab
on digital text forensics and authorship analysis. Each tasks is introduced, motivated, and …

Veridark: A large-scale benchmark for authorship verification on the dark web

A Manolache, F Brad, A Barbalau… - Advances in …, 2022 - proceedings.neurips.cc
Abstract The Dark Web represents a hotbed for illicit activity, where users communicate on
different market forums in order to exchange goods and services. Law enforcement …

Siamese networks for large-scale author identification

C Saedi, M Dras - Computer Speech & Language, 2021 - Elsevier
Authorship attribution is the process of identifying the author of a text. Approaches to tackling
it have been conventionally divided into classification-based ones, which work well for small …

Idiosyncratic but not arbitrary: Learning idiolects in online registers reveals distinctive yet consistent individual styles

J Zhu, D Jurgens - arXiv preprint arXiv:2109.03158, 2021 - arxiv.org
An individual's variation in writing style is often a function of both social and personal
attributes. While structured social variation has been extensively studied, eg, gender based …