Artificial Intelligence · Computer Science
Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI
Shane T. Mueller, Robert R. Hoffman, William Clancey, Abigail Emrey +1
2019-02-07
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
A Critical Survey on Fairness Benefits of Explainable AI
Luca Deck, Jakob Schoeffer, Maria De-Arteaga, Niklas Kühl
2024-05-08
Artificial Intelligence · Computer Science
Argumentative XAI: A Survey
Kristijonas Čyras, Antonio Rago, Emanuele Albini, Pietro Baroni +1
2021-05-25
Information Retrieval · Computer Science
Evaluative Item-Contrastive Explanations in Rankings
Alessandro Castelnovo, Riccardo Crupi, Nicolò Mombelli, Gabriele Nanino +1
2023-12-19
Artificial Intelligence · Computer Science
Foundations of Explainable Knowledge-Enabled Systems
Shruthi Chari, Daniel M. Gruen, Oshani Seneviratne, Deborah L. McGuinness
2020-03-20
Artificial Intelligence · Computer Science
On Explaining Unfairness: An Overview
Christos Fragkathoulas, Vasiliki Papanikou, Danae Pla Karidi, Evaggelia Pitoura
2024-02-19