Overview of PAN 2023:: Authorship Verification, Multi-author Writing Style Analysis, Profiling Cryptocurrency Influencers, and Trigger Detection: Extended Abstract

Janek Bevendorff; Mara Chinea-Ríos; Marc Franco-Salvador; Annina Heini; Erik Körner; Krzysztof Kredens; Maximilian Mayerl; Piotr Pęzik; Martin Potthast; Francisco Rangel; Paolo Rosso; Efstathios Stamatatos; Benno Stein; Matti Wiegmann; Magdalena Wolska; Eva Zangerle

doi:10.1007/978-3-031-28241-6_60

Overview of PAN 2023: Authorship Verification, Multi-author Writing Style Analysis, Profiling Cryptocurrency Influencers, and Trigger Detection: Extended Abstract

Janek Bevendorff, Mara Chinea-Ríos, Marc Franco-Salvador, Annina Heini, Erik Körner, Krzysztof Kredens, Maximilian Mayerl, Piotr Pęzik, Martin Potthast, Francisco Rangel, Paolo Rosso, Efstathios Stamatatos, Benno Stein, Matti Wiegmann^*, Magdalena Wolska, Eva Zangerle

^*Corresponding author for this work

Research output: Chapter in Book/Published conference output › Conference publication

Abstract

The paper gives a brief overview of the four shared tasks organized at the PAN 2023 lab on digital text forensics and stylometry to be hosted at the CLEF 2023 conference. The general goal of the PAN lab is to advance the state-of-the-art in text forensics and stylometry while ensuring objective evaluation of new and established methods on newly developed benchmark datasets. PAN’s tasks cover four areas of digital text forensics: author identification, multi-author analysis, author profiling, and content analysis. Some tasks follow up on past editions (cross-domain authorship verification, multi-author writing style analysis) and some explore novel ideas (profiling cryptocurrency influencers in social media and trigger detection). As with the previous editions, PAN invites software submissions rather than run submissions; more than 400 pieces of software have been submitted from PAN’12 through PAN’22 combined, with recent evaluations running on the TIRA experimentation platform. This proposal briefly outlines our goals for PAN as a lab and our contributions proposed for PAN’23.

Original language	English
Title of host publication	Advances in Information Retrieval - 45th European Conference on Information Retrieval, ECIR 2023, Proceedings
Editors	Jaap Kamps, Lorraine Goeuriot, Fabio Crestani, Maria Maistro, Hideo Joho, Brian Davis, Cathal Gurrin, Annalina Caputo, Udo Kruschwitz
Publisher	Springer
Pages	518-526
Number of pages	9
ISBN (Print)	9783031282409
DOIs	https://doi.org/10.1007/978-3-031-28241-6_60
Publication status	Published - 16 Mar 2023
Event	45th European Conference on Information Retrieval, ECIR 2023 - Dublin, Ireland Duration: 2 Apr 2023 → 6 Apr 2023

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	13982 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	45th European Conference on Information Retrieval, ECIR 2023
Country/Territory	Ireland
City	Dublin
Period	2/04/23 → 6/04/23

Bibliographical note

Funding Information:
Acknowledgments. The work from Symanto Research has been partially funded by the Pro2Haters - Proactive Profiling of Hate Speech Spreaders (CDTi IDI-20210776), the XAI-DisInfodemics: eXplainable AI for disinformation and conspiracy detection during infodemics (MICIN PLEC2021-007681), and the ANDHI - ANomalous Diffusion of Harmful Information (CPP2021-008994) R&D grants.

Access to Document

10.1007/978-3-031-28241-6_60

Cite this

Bevendorff, J., Chinea-Ríos, M., Franco-Salvador, M., Heini, A., Körner, E., Kredens, K., Mayerl, M., Pęzik, P., Potthast, M., Rangel, F., Rosso, P., Stamatatos, E., Stein, B., Wiegmann, M., Wolska, M., & Zangerle, E. (2023). Overview of PAN 2023: Authorship Verification, Multi-author Writing Style Analysis, Profiling Cryptocurrency Influencers, and Trigger Detection: Extended Abstract. In J. Kamps, L. Goeuriot, F. Crestani, M. Maistro, H. Joho, B. Davis, C. Gurrin, A. Caputo, & U. Kruschwitz (Eds.), Advances in Information Retrieval - 45th European Conference on Information Retrieval, ECIR 2023, Proceedings (pp. 518-526). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 13982 LNCS). Springer. https://doi.org/10.1007/978-3-031-28241-6_60

Bevendorff, Janek ; Chinea-Ríos, Mara ; Franco-Salvador, Marc et al. / Overview of PAN 2023: Authorship Verification, Multi-author Writing Style Analysis, Profiling Cryptocurrency Influencers, and Trigger Detection: Extended Abstract. Advances in Information Retrieval - 45th European Conference on Information Retrieval, ECIR 2023, Proceedings. editor / Jaap Kamps ; Lorraine Goeuriot ; Fabio Crestani ; Maria Maistro ; Hideo Joho ; Brian Davis ; Cathal Gurrin ; Annalina Caputo ; Udo Kruschwitz. Springer, 2023. pp. 518-526 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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abstract = "The paper gives a brief overview of the four shared tasks organized at the PAN 2023 lab on digital text forensics and stylometry to be hosted at the CLEF 2023 conference. The general goal of the PAN lab is to advance the state-of-the-art in text forensics and stylometry while ensuring objective evaluation of new and established methods on newly developed benchmark datasets. PAN{\textquoteright}s tasks cover four areas of digital text forensics: author identification, multi-author analysis, author profiling, and content analysis. Some tasks follow up on past editions (cross-domain authorship verification, multi-author writing style analysis) and some explore novel ideas (profiling cryptocurrency influencers in social media and trigger detection). As with the previous editions, PAN invites software submissions rather than run submissions; more than 400 pieces of software have been submitted from PAN{\textquoteright}12 through PAN{\textquoteright}22 combined, with recent evaluations running on the TIRA experimentation platform. This proposal briefly outlines our goals for PAN as a lab and our contributions proposed for PAN{\textquoteright}23.",

author = "Janek Bevendorff and Mara Chinea-R{\'i}os and Marc Franco-Salvador and Annina Heini and Erik K{\"o}rner and Krzysztof Kredens and Maximilian Mayerl and Piotr P{\c e}zik and Martin Potthast and Francisco Rangel and Paolo Rosso and Efstathios Stamatatos and Benno Stein and Matti Wiegmann and Magdalena Wolska and Eva Zangerle",

note = "Funding Information: Acknowledgments. The work from Symanto Research has been partially funded by the Pro2Haters - Proactive Profiling of Hate Speech Spreaders (CDTi IDI-20210776), the XAI-DisInfodemics: eXplainable AI for disinformation and conspiracy detection during infodemics (MICIN PLEC2021-007681), and the ANDHI - ANomalous Diffusion of Harmful Information (CPP2021-008994) R&D grants. ; 45th European Conference on Information Retrieval, ECIR 2023 ; Conference date: 02-04-2023 Through 06-04-2023",

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doi = "10.1007/978-3-031-28241-6_60",

language = "English",

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series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

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booktitle = "Advances in Information Retrieval - 45th European Conference on Information Retrieval, ECIR 2023, Proceedings",

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Bevendorff, J, Chinea-Ríos, M, Franco-Salvador, M, Heini, A, Körner, E, Kredens, K, Mayerl, M, Pęzik, P, Potthast, M, Rangel, F, Rosso, P, Stamatatos, E, Stein, B, Wiegmann, M, Wolska, M & Zangerle, E 2023, Overview of PAN 2023: Authorship Verification, Multi-author Writing Style Analysis, Profiling Cryptocurrency Influencers, and Trigger Detection: Extended Abstract. in J Kamps, L Goeuriot, F Crestani, M Maistro, H Joho, B Davis, C Gurrin, A Caputo & U Kruschwitz (eds), Advances in Information Retrieval - 45th European Conference on Information Retrieval, ECIR 2023, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13982 LNCS, Springer, pp. 518-526, 45th European Conference on Information Retrieval, ECIR 2023, Dublin, Ireland, 2/04/23. https://doi.org/10.1007/978-3-031-28241-6_60

Overview of PAN 2023: Authorship Verification, Multi-author Writing Style Analysis, Profiling Cryptocurrency Influencers, and Trigger Detection: Extended Abstract. / Bevendorff, Janek; Chinea-Ríos, Mara; Franco-Salvador, Marc et al.
Advances in Information Retrieval - 45th European Conference on Information Retrieval, ECIR 2023, Proceedings. ed. / Jaap Kamps; Lorraine Goeuriot; Fabio Crestani; Maria Maistro; Hideo Joho; Brian Davis; Cathal Gurrin; Annalina Caputo; Udo Kruschwitz. Springer, 2023. p. 518-526 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 13982 LNCS).

Research output: Chapter in Book/Published conference output › Conference publication

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Bevendorff J, Chinea-Ríos M, Franco-Salvador M, Heini A, Körner E, Kredens K et al. Overview of PAN 2023: Authorship Verification, Multi-author Writing Style Analysis, Profiling Cryptocurrency Influencers, and Trigger Detection: Extended Abstract. In Kamps J, Goeuriot L, Crestani F, Maistro M, Joho H, Davis B, Gurrin C, Caputo A, Kruschwitz U, editors, Advances in Information Retrieval - 45th European Conference on Information Retrieval, ECIR 2023, Proceedings. Springer. 2023. p. 518-526. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-031-28241-6_60