Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI
The Report expresses the explainability issues and challenges in modern AI, and presents capsule views of the leading psychological theories of explanation. ...
This is an integrative review that address the question, "What makes for a good explanation?" with reference to AI systems. Pertinent literatures are vast. Thus, this review is necessarily selective. ...
Karpathy 2015) has led to the rise of visual questionanswering systems (e.g., Hendricks et al, 2016) , and deep networks whose explanations are embedded within the systems, for example, by interpreting ...