Human-Computer Interaction · Computer Science
Expanding Explainability: Towards Social Transparency in AI systems
Upol Ehsan, Q. Vera Liao, Michael Muller, Mark O. Riedl +1
2021-01-14
Machine Learning · Computer Science
The Need for Standardized Explainability
Othman Benchekroun, Adel Rahimi, Qini Zhang, Tetiana Kodliuk
2020-10-26
Artificial Intelligence · Computer Science
Applications of Explainable artificial intelligence in Earth system science
Feini Huang, Shijie Jiang, Lu Li, Yongkun Zhang +6
2024-06-19
Computer Vision and Pattern Recognition · Computer Science
Explainability for Vision Foundation Models: A Survey
Rémi Kazmierczak, Eloïse Berthier, Goran Frehse, Gianni Franchi
2025-01-22
Human-Computer Interaction · Computer Science
Charting the Sociotechnical Gap in Explainable AI: A Framework to Address the Gap in XAI
Upol Ehsan, Koustuv Saha, Munmun De Choudhury, Mark O. Riedl
2023-02-03
Artificial Intelligence · Computer Science
Explaining Explanations: An Overview of Interpretability of Machine Learning
Leilani H. Gilpin, David Bau, Ben Z. Yuan, Ayesha Bajwa +2
2019-02-05
Artificial Intelligence · Computer Science
Connecting Algorithmic Research and Usage Contexts: A Perspective of Contextualized Evaluation for Explainable AI
Q. Vera Liao, Yunfeng Zhang, Ronny Luss, Finale Doshi-Velez +1
2022-09-22
Computers and Society · Computer Science
Flexible and Context-Specific AI Explainability: A Multidisciplinary Approach
Valérie Beaudouin, Isabelle Bloch, David Bounie, Stéphan Clémençon +5
2020-03-18
Artificial Intelligence · Computer Science
A Theoretical Framework for AI Models Explainability with Application in Biomedicine
Matteo Rizzo, Alberto Veneri, Andrea Albarelli, Claudio Lucchese +2
2023-06-16
Artificial Intelligence · Computer Science
Argumentative XAI: A Survey
Kristijonas Čyras, Antonio Rago, Emanuele Albini, Pietro Baroni +1
2021-05-25
Artificial Intelligence · Computer Science
Who Benefits from AI Explanations? Towards Accessible and Interpretable Systems
Maria J. P. Peixoto, Akriti Pandey, Ahsan Zaman, Peter R. Lewis
2025-08-15
Computers and Society · Computer Science
Beyond Technocratic XAI: The Who, What & How in Explanation Design
Ruchira Dhar, Stephanie Brandl, Ninell Oldenburg, Anders Søgaard
2025-08-14
Computer Vision and Pattern Recognition · Computer Science
Explainable Deep Classification Models for Domain Generalization
Andrea Zunino, Sarah Adel Bargal, Riccardo Volpi, Mehrnoosh Sameki +4
2020-03-17
Computer Vision and Pattern Recognition · Computer Science
A novel approach to generate datasets with XAI ground truth to evaluate image models
Miquel Miró-Nicolau, Antoni Jaume-i-Capó, Gabriel Moyà-Alcover
2023-10-05
Machine Learning · Computer Science
How to choose an Explainability Method? Towards a Methodical Implementation of XAI in Practice
Tom Vermeire, Thibault Laugel, Xavier Renard, David Martens +1
2021-07-12
Machine Learning · Computer Science
CohEx: A Generalized Framework for Cohort Explanation
Fanyu Meng, Xin Liu, Zhaodan Kong, Xin Chen
2024-12-12
Artificial Intelligence · Computer Science
Uncertainty Awareness and Trust in Explainable AI- On Trust Calibration using Local and Global Explanations
Carina Newen, Daniel Bodemer, Sonja Glantz, Emmanuel Müller +2
2025-09-12