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ORCIDArgXAI@COMMA 2022: Cardiff, Wales, UK
- Kristijonas Cyras, Timotheus Kampik, Oana Cocarascu, Antonio Rago:
1st International Workshop on Argumentation for eXplainable AI co-located with 9th International Conference on Computational Models of Argument (COMMA 2022), Cardiff, Wales, September 12, 2022. CEUR Workshop Proceedings 3209, CEUR-WS.org 2022
Session 1: Justifications, Dialogues, Dispute Trees
- Joeri Peters, Floris Bex, Henry Prakken:
Justifications Derived from Inconsistent Case Bases Using Authoritativeness. - Wijnand van Woerkom, Davide Grossi, Henry Prakken, Bart Verheij:
Justification in Case-Based Reasoning. - Guilherme Paulino-Passos, Francesca Toni:
On Monotonicity of Dispute Trees as Explanations for Case-Based Reasoning with Abstract Argumentation. - Kristijonas Cyras, Timotheus Kampik, Qingtao Weng:
Dispute Trees as Explanations in Quantitative (Bipolar) Argumentation. - Tjitze Rienstra, Jesse Heyninck, Gabriele Kern-Isberner, Kenneth Skiba, Matthias Thimm:
Explaining Argument Acceptance in ADFs.
Session 2: ArgXAI & Machine Learning
- Nico Potyka, Xiang Yin, Francesca Toni:
On the Tradeoff Between Correctness and Completeness in Argumentative Explainable AI. - Giulia Vilone, Luca Longo:
An XAI method for the Automatic Formation of an Abstract Argumentation Framework from a Neural Network and its Objective Evaluation.
Session 3: Applications
- Nikolaos Spanoudakis, Antonis C. Kakas, Adamos Koumi:
Application Level Explanations for Argumentation-based Decision Making. - Atefeh Keshavarzi Zafarghandi, Davide Ceolin:
Fostering Explainable Online Review Assessment Through Computational Argumentation. - Loan Ho, Victor de Boer, M. Birna van Riemsdijk, Stefan Schlobach, Myrthe Tielman:
Abstract Argumentation for Hybrid Intelligence Scenarios.
Session 4: Causal Perspective
- Lars Bengel, Lydia Blümel, Tjitze Rienstra, Matthias Thimm:
Argumentation-based Causal and Counterfactual Reasoning.
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