March 2023
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40 Reads
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11 Citations
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... Our work therefore simulates the use of xAI for explanatory debugging [19,22] with concept-based explanations [21], also called the "glitch detector task" [41,43]. We investigate how xAI may improve people's mental models for AI [2,10], and how personalized xAI will affect people's ability to accurately identify when their assistant is correct or incorrect (i.e., if the agent adapts to the user, will the user make fewer mistakes?). Our contributions include: ...
March 2023