Proceedings of the 13th Workshop on Argument Mining and Reasoning

Proceedings of the 13th Workshop on Argument Mining and Reasoning Mohamed Elaraby editor Annette Hautli-Janisz editor Julia Romberg editor Elena Musi editor Federico Ruggeri editor John Lawrence editor 2026-07 Association for Computational Linguistics San Diego, California, USA text conference publication 979-8-89176-399-9 argmining-2026-1 https://aclanthology.org/2026.argmining-1.0/ STCOR: A Trilevel Syllogism-Driven Reasoning Framework Keying Yang author Hao Wang author Chengtao Jian author Kai Yang author 2026-07 text Proceedings of the 13th Workshop on Argument Mining and Reasoning Mohamed Elaraby editor Annette Hautli-Janisz editor Julia Romberg editor Elena Musi editor Federico Ruggeri editor John Lawrence editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-399-9 yang-etal-2026-stcor https://aclanthology.org/2026.argmining-1.1/ 2026-07 1 4 Beyond Logical Forms: LLM-Extracted Patterns for Fallacy Classification Eleni Papadopulos author Firoj Alam author Giovanni Da San Martino author 2026-07 text Proceedings of the 13th Workshop on Argument Mining and Reasoning Mohamed Elaraby editor Annette Hautli-Janisz editor Julia Romberg editor Elena Musi editor Federico Ruggeri editor John Lawrence editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-399-9 papadopulos-etal-2026-beyond https://aclanthology.org/2026.argmining-1.2/ 2026-07 5 18 A Three-Level Audit of LLM Alignment for Argument Quality Assessment Wei-Fan Chen author Jinming Yu author Lucie Flek author 2026-07 text Proceedings of the 13th Workshop on Argument Mining and Reasoning Mohamed Elaraby editor Annette Hautli-Janisz editor Julia Romberg editor Elena Musi editor Federico Ruggeri editor John Lawrence editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-399-9 chen-etal-2026-three https://aclanthology.org/2026.argmining-1.3/ 2026-07 19 31 Topic-Guided Prompting for Argument Stance Classification Bogdan Grecu author Oana Cocarascu author 2026-07 text Proceedings of the 13th Workshop on Argument Mining and Reasoning Mohamed Elaraby editor Annette Hautli-Janisz editor Julia Romberg editor Elena Musi editor Federico Ruggeri editor John Lawrence editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-399-9 grecu-cocarascu-2026-topic https://aclanthology.org/2026.argmining-1.4/ 2026-07 32 36 AMResources: Cataloging Argument Mining Datasets Dexter Williams author Shiwei Liu author Manfred Stede author Henning Wachsmuth author Jodi Schneider author 2026-07 text Proceedings of the 13th Workshop on Argument Mining and Reasoning Mohamed Elaraby editor Annette Hautli-Janisz editor Julia Romberg editor Elena Musi editor Federico Ruggeri editor John Lawrence editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-399-9 williams-etal-2026-amresources https://aclanthology.org/2026.argmining-1.5/ 2026-07 37 42 Argument-Based Comparative Question Answering Evaluation Benchmark Irina Nikishina author Saba Anwar author Nikolay Dolgov author Maria Manina author Daria Ignatenko author Viktor Moskvoretskii author Artem Shelmanov author Tim Baldwin author Chris Biemann author 2026-07 text Proceedings of the 13th Workshop on Argument Mining and Reasoning Mohamed Elaraby editor Annette Hautli-Janisz editor Julia Romberg editor Elena Musi editor Federico Ruggeri editor John Lawrence editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-399-9 nikishina-etal-2026-argument https://aclanthology.org/2026.argmining-1.6/ 2026-07 43 51 Illustrating Arguments with Images Using Aspect-Aware Prompting Maximilian Heinrich author Sharat Anand author Johannes Kiesel author Benno Stein author 2026-07 text Proceedings of the 13th Workshop on Argument Mining and Reasoning Mohamed Elaraby editor Annette Hautli-Janisz editor Julia Romberg editor Elena Musi editor Federico Ruggeri editor John Lawrence editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-399-9 heinrich-etal-2026-illustrating https://aclanthology.org/2026.argmining-1.7/ 2026-07 52 65 Do We Need Large Models for Argument Classification? Revisiting the Role of Model Compression Filip Gampel author Rafał Olszowski author Marcin Pietroń author 2026-07 text Proceedings of the 13th Workshop on Argument Mining and Reasoning Mohamed Elaraby editor Annette Hautli-Janisz editor Julia Romberg editor Elena Musi editor Federico Ruggeri editor John Lawrence editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-399-9 gampel-etal-2026-need https://aclanthology.org/2026.argmining-1.8/ 2026-07 66 73 A Neural Approach to Fine-Grained Argumentation Strategy Classification with Emotion and Moral Value Lexicons across Multiple Domains Mohammad Yeghaneh Abkenar author Weixing Wang author Manfred Stede author Julia Romberg author 2026-07 text Proceedings of the 13th Workshop on Argument Mining and Reasoning Mohamed Elaraby editor Annette Hautli-Janisz editor Julia Romberg editor Elena Musi editor Federico Ruggeri editor John Lawrence editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-399-9 yeghaneh-abkenar-etal-2026-neural https://aclanthology.org/2026.argmining-1.9/ 2026-07 74 86 Overview of the UZH Shared Task 2026 on Reconstructing the Reasoning in United Nations Resolutions Anastassia Shaitarova author Yingqiang Gao author Fatma-Zohra Rezkellah author Reto Gubelmann author Patrick Montjouridès author 2026-07 text Proceedings of the 13th Workshop on Argument Mining and Reasoning Mohamed Elaraby editor Annette Hautli-Janisz editor Julia Romberg editor Elena Musi editor Federico Ruggeri editor John Lawrence editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-399-9 shaitarova-etal-2026-overview https://aclanthology.org/2026.argmining-1.10/ 2026-07 87 98 LLM-INSTRUCT at UZH Shared Task 2026: Constraint-Aware Retrieval and Selective Debate for Paragraph-Level Argument Mining Phuong Huu Vu Tran author Long Minh Vo author Son Nguyen Minh Le author Hoang Van author 2026-07 text Proceedings of the 13th Workshop on Argument Mining and Reasoning Mohamed Elaraby editor Annette Hautli-Janisz editor Julia Romberg editor Elena Musi editor Federico Ruggeri editor John Lawrence editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-399-9 tran-etal-2026-llm https://aclanthology.org/2026.argmining-1.11/ 2026-07 99 104 RESOLVENOW at UZH Shared Task 2026: Rule-Based Type Classification with LLM-Driven Multi-Label Tagging for UN Resolutions Vedant Gupta author Rahul Bhatia author Vaibhav Varshney author Manjunatha Naik author 2026-07 text Proceedings of the 13th Workshop on Argument Mining and Reasoning Mohamed Elaraby editor Annette Hautli-Janisz editor Julia Romberg editor Elena Musi editor Federico Ruggeri editor John Lawrence editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-399-9 gupta-etal-2026-resolvenow https://aclanthology.org/2026.argmining-1.12/ 2026-07 105 108 Argchestrators at UZH Shared Task 2026: Efficient Argument Mining in UN Resolutions: A Sub-8B Pipeline using Agentic Debate and Heuristic Retrieval Bogdan Octavian Grecu author Gerrit Quaremba author Elizabeth Black author Denny Vrandečić author Elena Simperl author Oana Cocarascu author 2026-07 text Proceedings of the 13th Workshop on Argument Mining and Reasoning Mohamed Elaraby editor Annette Hautli-Janisz editor Julia Romberg editor Elena Musi editor Federico Ruggeri editor John Lawrence editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-399-9 grecu-etal-2026-argchestrators https://aclanthology.org/2026.argmining-1.13/ 2026-07 109 115 Prompteam at UZH Shared Task 2026: RAG-Augmented Classification and Cosine-Filtered Relation Prediction for UN Resolutions Siddhartha Khandelwal author Jyotsana Bhardwaj author 2026-07 text Proceedings of the 13th Workshop on Argument Mining and Reasoning Mohamed Elaraby editor Annette Hautli-Janisz editor Julia Romberg editor Elena Musi editor Federico Ruggeri editor John Lawrence editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-399-9 khandelwal-bhardwaj-2026-prompteam https://aclanthology.org/2026.argmining-1.14/ 2026-07 116 119 TypeCoT at UZH Shared Task 2026: Reconstructing Argumentative Structure in UN Resolutions using Type-Informed Chain-of-Thought Chandan Kumar R S author Vinay Babu Ulli author Jyoti Kumari author Vaibhav Singh author 2026-07 text Proceedings of the 13th Workshop on Argument Mining and Reasoning Mohamed Elaraby editor Annette Hautli-Janisz editor Julia Romberg editor Elena Musi editor Federico Ruggeri editor John Lawrence editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-399-9 r-s-etal-2026-typecot https://aclanthology.org/2026.argmining-1.15/ 2026-07 120 124 POINTERS at UZH Shared Task 2026: Reasoning Probes for Argumentation Mining in UN Resolutions Sohom Sen author Avina Nakarmi author Xun Song author Aritra Dasgupta author 2026-07 text Proceedings of the 13th Workshop on Argument Mining and Reasoning Mohamed Elaraby editor Annette Hautli-Janisz editor Julia Romberg editor Elena Musi editor Federico Ruggeri editor John Lawrence editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-399-9 sen-etal-2026-pointers https://aclanthology.org/2026.argmining-1.16/ 2026-07 125 130 HybridArguer at UZH Shared Task 2026: Argument Structure Modeling in Bilingual UN Resolutions with Retrieval-Augmented and Iterative LLM Reasoning Siddharth Bhargava author 2026-07 text Proceedings of the 13th Workshop on Argument Mining and Reasoning Mohamed Elaraby editor Annette Hautli-Janisz editor Julia Romberg editor Elena Musi editor Federico Ruggeri editor John Lawrence editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-399-9 bhargava-2026-hybridarguer https://aclanthology.org/2026.argmining-1.17/ 2026-07 131 139