Original: https://ceur-ws.org/Vol-4166/ | Mirror: https://ceur-ws.wikidata.dbis.rwth-aachen.de/Vol-4166/ | Year: 2025

Vol-4166
urn:nbn:de:0074-4166-x

Copyright © 2026 for the individual papers by the papers' authors. Copyright © 2026 for the volume as a collection by its editors. This volume and its papers are published under https://creativecommons.org/licenses/by/4.0/.

CMNA 2025

Proceedings of the 25th Workshop on Computational Models of Natural Argument

Virtual Event, UK, December 12th, 2025.

Edited by

Giulia D'Agostino
Floriana Grasso
Nancy L. Green
Roos J Scheffers
Jodi Schneider
Simon

Table of Contents

Towards Neurosymbolic Argumentative Agents 1-10 PDF
Alison R. Panisson, Guilherme Trajano
Leveraging Small LLMs for Argument Mining in Education: Argument Component Identification, Classification, and Assessment 11-30 PDF
Lucile Favero, Juan Antonio Pérez-Ortiz, Tania Käser, Nuria Oliver
Discourse based argumentation analysis for LLM verification 31-41 PDF
Boris Galitsky
End-to-End Argument Mining in Student Essays: A Comparison of Pipeline and Multi-Task Generative Models 42-56 PDF
Fahad M. Alzaidee, Tommy Yuan, Peter Nightingale
A Notation for Declaratively Describing Arguments 57-67 PDF
Simon Wells, Mark Snaith
The Rhetoricon Database: An overview and an appreciation 68-75 PDF
Randy Allen Harris, Chrysanne Di Marco
Virtue Ethics Arguments 76-80 PDF
Nancy L. Green
Epanalepsis in argumentation: Pseudo tautologies 81-92 PDF
Randy Allen Harris, Zoya Randhawa
Chain-of-Syllogisms: Unifying Analysis & Conclusions Boosts Argument Mining 93-96 PDF
Luis Brena, William Jurayj, Gregory Deyesu, Zaid Al-Huneidi, Andrew Blair-Stanek, Benjamin Van Durme

2026-02-09: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|