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cs.CL2022★ 27 cited
Human Interpretation of Saliency-based Explanation Over Text
Hendrik Schuff, Alon Jacovi, Heike Adel +2
While a lot of research in explainable AI focuses on producing effective explanations, less work is devoted to the question of how people understand and interpret the explanation.…
cs.AI2022
Diagnosing AI Explanation Methods with Folk Concepts of Behavior
Alon Jacovi, Jasmijn Bastings, Sebastian Gehrmann +2
We investigate a formalism for the conditions of a successful explanation of AI. We consider "success" to depend not only on what information the explanation contains, but also on…