The Pragmatic Turn in Explainable Artificial Intelligence (XAI)

22 February 2020

Papers citing "The Pragmatic Turn in Explainable Artificial Intelligence (XAI)"

50 / 58 papers shown

Title
Privacy Risks and Preservation Methods in Explainable Artificial Intelligence: A Scoping Review Sonal Allana Mohan Kankanhalli Rozita Dara 32 0 0 05 May 2025
In defence of post-hoc explanations in medical AI Joshua Hatherley Lauritz Munch Jens Christian Bjerring 32 0 0 29 Apr 2025
Interpretable Machine Learning in Physics: A Review Sebastian Johann Wetzel Seungwoong Ha Raban Iten Miriam Klopotek Ziming Liu AI4CE 80 0 0 30 Mar 2025
A Mechanistic Explanatory Strategy for XAI Marcin Rabiza 56 1 0 02 Nov 2024
Understanding with toy surrogate models in machine learning Andrés Páez SyDa 24 0 0 08 Oct 2024
Explainable AI Reloaded: Challenging the XAI Status Quo in the Era of Large Language Models Upol Ehsan Mark O. Riedl 28 2 0 09 Aug 2024
Understanding XAI Through the Philosopher's Lens: A Historical Perspective Martina Mattioli Antonio Emanuele Cinà Marcello Pelillo XAI 26 0 0 26 Jul 2024
Does GPT Really Get It? A Hierarchical Scale to Quantify Human vs AI's Understanding of Algorithms Mirabel Reid Santosh Vempala ELM 35 0 0 20 Jun 2024
False Sense of Security in Explainable Artificial Intelligence (XAI) N. C. Chung Hongkyou Chung Hearim Lee L. Brocki Hongbeom Chung George C. Dyer 33 2 0 06 May 2024
Mapping the Potential of Explainable AI for Fairness Along the AI Lifecycle Luca Deck Astrid Schomacker Timo Speith Jakob Schöffer Lena Kästner Niklas Kühl 41 4 0 29 Apr 2024
SIDEs: Separating Idealization from Deceptive Explanations in xAI Emily Sullivan 49 2 0 25 Apr 2024
What Does Evaluation of Explainable Artificial Intelligence Actually Tell Us? A Case for Compositional and Contextual Validation of XAI Building Blocks Kacper Sokol Julia E. Vogt 37 11 0 19 Mar 2024
People Attribute Purpose to Autonomous Vehicles When Explaining Their Behavior: Insights from Cognitive Science for Explainable AI Balint Gyevnar Stephanie Droop Tadeg Quillien Shay B. Cohen Neil R. Bramley Christopher G. Lucas Stefano V. Albrecht 43 2 0 11 Mar 2024
Axe the X in XAI: A Plea for Understandable AI Andrés Páez 11 0 0 01 Mar 2024
SmartEx: A Framework for Generating User-Centric Explanations in Smart Environments Mersedeh Sadeghi Lars Herbold Max Unterbusch Andreas Vogelsang 27 5 0 20 Feb 2024
Information That Matters: Exploring Information Needs of People Affected by Algorithmic Decisions Timothée Schmude Laura M. Koesten Torsten Moller Sebastian Tschiatschek 33 3 0 24 Jan 2024
Forms of Understanding of XAI-Explanations Hendrik Buschmeier H. M. Buhl Friederike Kern Angela Grimminger Helen Beierling ... Lutz Terfloth Anna-Lisa Vollmer Yu Wang Annedore Wilmes Britta Wrede XAI 10 10 0 15 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 32 189 0 30 Oct 2023
A New Perspective on Evaluation Methods for Explainable Artificial Intelligence (XAI) Timo Speith Markus Langer 29 12 0 26 Jul 2023
Being Right for Whose Right Reasons? Terne Sasha Thorn Jakobsen Laura Cabello Anders Søgaard 29 10 0 01 Jun 2023
Challenges and Trends in User Trust Discourse in AI Sonia C. Sousa J. Cravino Paulo Martins 16 2 0 05 May 2023
Human-centered trust framework: An HCI perspective Sonia C. Sousa J. Cravino Paulo Martins D. Lamas 15 6 0 05 May 2023
A System's Approach Taxonomy for User-Centred XAI: A Survey Ehsan Emamirad Pouya Ghiasnezhad Omran A. Haller S. Gregor 31 1 0 06 Mar 2023
Understanding User Preferences in Explainable Artificial Intelligence: A Survey and a Mapping Function Proposal M. Hashemi Ali Darejeh Francisco Cruz 40 3 0 07 Feb 2023
Towards the Linear Algebra Based Taxonomy of XAI Explanations S. Nõmm XAI 16 0 0 30 Jan 2023
Towards Human-Interpretable Prototypes for Visual Assessment of Image Classification Models Poulami Sinhamahapatra Lena Heidemann Maureen Monnet Karsten Roscher 42 5 0 22 Nov 2022
Seamful XAI: Operationalizing Seamful Design in Explainable AI Upol Ehsan Q. V. Liao Samir Passi Mark O. Riedl Hal Daumé 30 20 0 12 Nov 2022
Explainable Artificial Intelligence in Construction: The Content, Context, Process, Outcome Evaluation Framework Peter E. D. Love J. Matthews Weili Fang Stuart Porter Hanbin Luo L. Ding 38 2 0 12 Nov 2022
Towards Human Cognition Level-based Experiment Design for Counterfactual Explanations (XAI) M. Nizami Muhammad Yaseen Khan Alessandro Bogliolo 11 3 0 31 Oct 2022
Machine Learning in Transaction Monitoring: The Prospect of xAI Julie Gerlings Ioanna D. Constantiou 17 2 0 14 Oct 2022
AI, Opacity, and Personal Autonomy Bram Vaassen FaML MLAU 22 24 0 25 Sep 2022
A Means-End Account of Explainable Artificial Intelligence O. Buchholz XAI 34 12 0 09 Aug 2022
Explaining Any ML Model? -- On Goals and Capabilities of XAI Moritz Renftle Holger Trittenbach M. Poznic Reinhard Heil ELM 21 4 0 28 Jun 2022
Human and technological infrastructures of fact-checking Prerna Juneja Tanushree Mitra HILM HAI 33 40 0 22 May 2022
Investigating Explainability of Generative AI for Code through Scenario-based Design Jiao Sun Q. V. Liao Michael J. Muller Mayank Agarwal Stephanie Houde Kartik Talamadupula Justin D. Weisz 36 157 0 10 Feb 2022
Explainability Is in the Mind of the Beholder: Establishing the Foundations of Explainable Artificial Intelligence Kacper Sokol Peter A. Flach 39 20 0 29 Dec 2021
A Survey on Interpretable Reinforcement Learning Claire Glanois Paul Weng Matthieu Zimmer Dong Li Tianpei Yang Jianye Hao Wulong Liu OffRL 23 94 0 24 Dec 2021
Human-Centered Explainable AI (XAI): From Algorithms to User Experiences Q. V. Liao R. Varshney 23 224 0 20 Oct 2021
Explanation as a process: user-centric construction of multi-level and multi-modal explanations Bettina Finzel David E. Tafler Stephan Scheele Ute Schmid 22 10 0 07 Oct 2021
Explainability Pitfalls: Beyond Dark Patterns in Explainable AI Upol Ehsan Mark O. Riedl XAI SILM 59 58 0 26 Sep 2021
Cases for Explainable Software Systems:Characteristics and Examples Mersedeh Sadeghi V. Klös Andreas Vogelsang 11 16 0 12 Aug 2021
The Who in XAI: How AI Background Shapes Perceptions of AI Explanations Upol Ehsan Samir Passi Q. V. Liao Larry Chan I-Hsiang Lee Michael J. Muller Mark O. Riedl 32 85 0 28 Jul 2021
Roadmap of Designing Cognitive Metrics for Explainable Artificial Intelligence (XAI) J. H. Hsiao H. Ngai Luyu Qiu Yi Yang Caleb Chen Cao XAI 28 27 0 20 Jul 2021
Explanatory Pluralism in Explainable AI Yiheng Yao XAI 33 4 0 26 Jun 2021
Explainable AI, but explainable to whom? Julie Gerlings Millie Søndergaard Jensen Arisa Shollo 35 43 0 10 Jun 2021
A Comprehensive Taxonomy for Explainable Artificial Intelligence: A Systematic Survey of Surveys on Methods and Concepts Gesina Schwalbe Bettina Finzel XAI 29 183 0 15 May 2021
Counterfactuals and Causability in Explainable Artificial Intelligence: Theory, Algorithms, and Applications Yu-Liang Chou Catarina Moreira P. Bruza Chun Ouyang Joaquim A. Jorge CML 47 176 0 07 Mar 2021
What Do We Want From Explainable Artificial Intelligence (XAI)? -- A Stakeholder Perspective on XAI and a Conceptual Model Guiding Interdisciplinary XAI Research Markus Langer Daniel Oster Timo Speith Holger Hermanns Lena Kästner Eva Schmidt Andreas Sesing Kevin Baum XAI 68 415 0 15 Feb 2021
Explanation from Specification Harish Naik Gyorgy Turán XAI 27 0 0 13 Dec 2020
Reviewing the Need for Explainable Artificial Intelligence (xAI) Julie Gerlings Arisa Shollo Ioanna D. Constantiou 14 73 0 02 Dec 2020