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 …

Stylometric detection of ai-generated text in twitter timelines

T Kumarage, J Garland, A Bhattacharjee… - arXiv preprint arXiv …, 2023 - arxiv.org
Recent advancements in pre-trained language models have enabled convenient methods
for generating human-like text at a large scale. Though these generation capabilities hold …

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 …

Machine learning methods for stylometry

J Savoy - Cham: Springer, 2020 - Springer
With the recent progress made in network and computing technology, the ubiquity of data,
and textual repositories freely available, the scientific practice evolves towards a more data …

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 …

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 …

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 …

[PDF][PDF] Overview of the Multi-Author Writing Style Analysis Task at PAN 2023.

E Zangerle, M Mayerl, M Potthast, B Stein - CLEF (Working Notes), 2023 - ceur-ws.org
The analysis of the writing style of multi-authored texts aims at identifying those places
where authorship changes in a document. This task is an important step in reliably …

[PDF][PDF] Text-to-Text Transformer in Authorship Verification Via Stylistic and Semantical Analysis.

M Najafi, E Tavan - CLEF (Working Notes), 2022 - ceur-ws.org
Authorship verification has gained much attention in recent years, due to the emphasis
placed on PAN@ CLEF shared tasks. In authorship verification, linguistic patterns are …