Argumentative XAI: A Survey

24 May 2021

Papers citing "Argumentative XAI: A Survey"

44 / 44 papers shown

Title
A User Study Evaluating Argumentative Explanations in Diagnostic Decision Support Felix Liedeker Olivia Sanchez-Graillet Moana Seidler Christian Brandt Jörg Wellmer Philipp Cimiano 26 0 0 15 May 2025
Compliance of AI Systems Julius Schöning Niklas Kruse 34 0 0 07 Mar 2025
ILLC: Iterative Layer-by-Layer Compression for Enhancing Structural Faithfulness in SpArX Ungsik Kim 51 0 0 05 Mar 2025
Does Your AI Agent Get You? A Personalizable Framework for Approximating Human Models from Argumentation-based Dialogue Traces Yinxu Tang Stylianos Loukas Vasileiou William Yeoh 46 0 0 22 Feb 2025
Argumentation and Machine Learning Antonio Rago Kristijonas Čyras Jack Mumford Oana Cocarascu 42 0 0 31 Oct 2024
An action language-based formalisation of an abstract argumentation framework Yann Munro Camilo Sarmiento Isabelle Bloch Gauvain Bourgne Catherine Pelachaud Marie-Jeanne Lesot 22 0 0 29 Sep 2024
Applying Attribution Explanations in Truth-Discovery Quantitative Bipolar Argumentation Frameworks Xiang Yin Nico Potyka Francesca Toni FAtt 34 0 0 09 Sep 2024
CE-QArg: Counterfactual Explanations for Quantitative Bipolar Argumentation Frameworks (Technical Report) Xiang Yin Nico Potyka Francesca Toni 37 1 0 11 Jul 2024
Contestable AI needs Computational Argumentation Francesco Leofante Hamed Ayoobi Adam Dejl Gabriel Freedman Deniz Gorur ... Anna Rapberger Fabrizio Russo Xiang Yin Dekai Zhang Francesca Toni 30 3 0 17 May 2024
When factorization meets argumentation: towards argumentative explanations Jinfeng Zhong E. Negre FAtt 26 0 0 13 May 2024
Counterfactual and Semifactual Explanations in Abstract Argumentation: Formal Foundations, Complexity and Computation Gianvincenzo Alfano S. Greco Francesco Parisi I. Trubitsyna 24 1 0 07 May 2024
Explainable AI (XAI) in Image Segmentation in Medicine, Industry, and Beyond: A Survey Rokas Gipiškis Chun-Wei Tsai Olga Kurasova 61 5 0 02 May 2024
Explaining Arguments' Strength: Unveiling the Role of Attacks and Supports (Technical Report) Xiang Yin Potyka Nico Francesca Toni FAtt 30 3 0 22 Apr 2024
Instantiations and Computational Aspects of Non-Flat Assumption-based Argumentation Tuomo Lehtonen Anna Rapberger Francesca Toni Markus Ulbricht J. Wallner 39 6 0 17 Apr 2024
Contribution Functions for Quantitative Bipolar Argumentation Graphs: A Principle-based Analysis T. Kampik Nico Potyka Xiang Yin K. Čyras Francesca Toni 30 6 0 16 Jan 2024
Computational Argumentation-based Chatbots: a Survey Federico Castagna Nadin Kökciyan I. Sassoon Simon Parsons Elizabeth I. Sklar 37 6 0 07 Jan 2024
Recourse under Model Multiplicity via Argumentative Ensembling (Technical Report) Junqi Jiang Antonio Rago Francesco Leofante Francesca Toni 36 7 0 22 Dec 2023
Online Handbook of Argumentation for AI: Volume 4 Lars Bengel Lydia Blümel Elfia Bezou-Vrakatseli Federico Castagna Giulia DÁgostino ... Daphne Odekerken Fabrizio Russo Stefan Sarkadi Madeleine Waller A. Xydis 36 0 0 20 Dec 2023
ProtoArgNet: Interpretable Image Classification with Super-Prototypes and Argumentation [Technical Report] Hamed Ayoobi Nico Potyka Francesca Toni 44 2 0 26 Nov 2023
Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions Luca Longo Mario Brcic Federico Cabitza Jaesik Choi Roberto Confalonieri ... Andrés Páez Wojciech Samek Johannes Schneider Timo Speith Simone Stumpf 32 192 0 30 Oct 2023
Technical Report on the Learning of Case Relevance in Case-Based Reasoning with Abstract Argumentation Guilherme Paulino-Passos Francesca Toni 15 0 0 30 Oct 2023
Identifying Reasons for Bias: An Argumentation-Based Approach Madeleine Waller Odinaldo Rodrigues O. Cocarascu FaML 31 1 0 25 Oct 2023
Context-aware feature attribution through argumentation Jinfeng Zhong E. Negre FAtt 16 0 0 24 Oct 2023
Integrating Symbolic Reasoning into Neural Generative Models for Design Generation Maxwell J. Jacobson Yexiang Xue NAI 38 1 0 13 Oct 2023
Understanding ProbLog as Probabilistic Argumentation Francesca Toni Nico Potyka Markus Ulbricht Pietro Totis 11 1 0 30 Aug 2023
Teach Me How to Improve My Argumentation Skills: A Survey on Feedback in Argumentation Camélia Guerraoui Paul Reisert Naoya Inoue Farjana Sultana Mim Shoichi Naito Jungmin Choi Irfan Robbani Wen Wang Kentaro Inui ReLM LRM 26 1 0 28 Jul 2023
Argument Attribution Explanations in Quantitative Bipolar Argumentation Frameworks (Technical Report) Xiang Yin Nico Potyka Francesca Toni 20 7 0 25 Jul 2023
Learning Assumption-based Argumentation Frameworks Maurizio Proietti Francesca Toni 17 5 0 25 May 2023
Similarity-weighted Construction of Contextualized Commonsense Knowledge Graphs for Knowledge-intense Argumentation Tasks Moritz Plenz Juri Opitz Philipp Heinisch Philipp Cimiano Anette Frank 30 9 0 15 May 2023
Interactive Explanations by Conflict Resolution via Argumentative Exchanges Antonio Rago Hengzhi Li Francesca Toni 31 17 0 27 Mar 2023
Integrating Temporality and Causality into Acyclic Argumentation Frameworks using a Transition System Y. Munro C. Sarmiento I. Bloch G. Bourgne Paris LRM 8 1 0 16 Mar 2023
Even if Explanations: Prior Work, Desiderata & Benchmarks for Semi-Factual XAI Saugat Aryal Markt. Keane 28 21 0 27 Jan 2023
SpArX: Sparse Argumentative Explanations for Neural Networks [Technical Report] Hamed Ayoobi Nico Potyka Francesca Toni 24 17 0 23 Jan 2023
Explaining Random Forests using Bipolar Argumentation and Markov Networks (Technical Report) Nico Potyka Xiang Yin Francesca Toni 11 10 0 21 Nov 2022
Explaining Image Classification with Visual Debates Avinash Kori Ben Glocker Francesca Toni 32 1 0 17 Oct 2022
Probabilistic Deduction: an Approach to Probabilistic Structured Argumentation Xiuyi Fan 12 2 0 01 Sep 2022
A Framework for Inherently Interpretable Optimization Models Marc Goerigk Michael Hartisch AI4CE 20 15 0 26 Aug 2022
Forecasting Argumentation Frameworks Benjamin Irwin Antonio Rago Francesca Toni AI4TS 21 5 0 23 May 2022
Explaining Causal Models with Argumentation: the Case of Bi-variate Reinforcement Antonio Rago P. Baroni Francesca Toni CML 30 5 0 23 May 2022
Argumentative Explanations for Pattern-Based Text Classifiers Piyawat Lertvittayakumjorn Francesca Toni 45 4 0 22 May 2022
Explainable Decision Making with Lean and Argumentative Explanations Xiuyi Fan Francesca Toni 20 1 0 18 Jan 2022
Counterfactual Shapley Additive Explanations Emanuele Albini Jason Long Danial Dervovic Daniele Magazzeni 26 49 0 27 Oct 2021
Contrastive Explanations for Argumentation-Based Conclusions A. Borg Floris Bex 11 7 0 07 Jul 2021
Benchmarking Knowledge-driven Zero-shot Learning Yuxia Geng Jiaoyan Chen Zhuang Xiang Zhuo Chen Jeff Z. Pan Juan Li Zonggang Yuan Huajun Chen VLM 30 19 0 29 Jun 2021