Academic plagiarism detection: a systematic literature review

T Foltýnek, N Meuschke, B Gipp - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
This article summarizes the research on computational methods to detect academic
plagiarism by systematically reviewing 239 research papers published between 2013 and …

Beyond memorization: Violating privacy via inference with large language models

R Staab, M Vero, M Balunović, M Vechev - arXiv preprint arXiv …, 2023 - arxiv.org
Current privacy research on large language models (LLMs) primarily focuses on the issue of
extracting memorized training data. At the same time, models' inference capabilities have …

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 …

[PDF][PDF] Author Obfuscation: Attacking the State of the Art in Authorship Verification.

M Potthast, M Hagen, B Stein - CLEF (Working Notes), 2016 - downloads.webis.de
We report on the first large-scale evaluation of author obfuscation approaches built to attack
authorship verification approaches: the impact of 3 obfuscators on the performance of a total …

Overview of PAN 2022: Authorship verification, profiling irony and stereotype spreaders, and style change detection

J Bevendorff, B Chulvi, E Fersini, A Heini… - … Conference of the Cross …, 2022 - Springer
The paper gives a brief overview of three shared tasks which have been organized at the
PAN 2022 lab on digital text forensics and stylometry hosted at the CLEF 2022 conference …

Overview of PAN 2024: Multi-author Writing Style Analysis, Multilingual Text Detoxification, Oppositional Thinking Analysis, and Generative AI Authorship Verification …

AA Ayele, N Babakov, J Bevendorff, XB Casals… - … Conference of the Cross …, 2024 - Springer
The goal of the PAN lab is to advance the state of the art in text forensics and stylometry
through an objective evaluation of new and established methods on new benchmark …

Overview of pan 2023: Authorship verification, multi-author writing style analysis, profiling cryptocurrency influencers, and trigger detection: Condensed lab overview

J Bevendorff, I Borrego-Obrador, M Chinea-Ríos… - … Conference of the Cross …, 2023 - Springer
The paper gives a brief overview of three shared tasks which have been organized at the
PAN 2023 lab on digital text forensics and stylometry hosted at the CLEF 2023 conference …

Cross-domain authorship attribution using pre-trained language models

G Barlas, E Stamatatos - … Applications and Innovations: 16th IFIP WG 12.5 …, 2020 - Springer
Authorship attribution attempts to identify the authors behind texts and has important
applications mainly in cyber-security, digital humanities and social media analytics. An …

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 …

[PDF][PDF] Overview of the Style Change Detection Task at PAN 2020.

E Zangerle, M Mayerl, M Potthast, B Stein - CLEF (Working Notes), 2020 - dbis.uibk.ac.at
The goal of style change detection is to identify text positions within a multi-author document
at which the author switches. Detecting these positions is a crucial part of processing multi …