Formalizing Explanatory Dialogues

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Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI (2019, background): “…spanning first generation systems (e.g., Kass and Finn, 1988; Moore and Swartout, 1988) and recent scholarship (Arioua, Buche and Croitoru, 2017; Arioua and Croitoru, 2015; Bansal, 2018; Bansal, Farhadi, and Parikh, 2014; Brezillon and Pomerol, 1997; Core, et al., 2006; Graesser and Franklin,…”
Explanation in Artificial Intelligence: Insights from the Social Sciences (2017, background): “Arioua and Croitoru [4] formalise Walton’s work on explanation dialogue [182], grounding it in a well-known argumentation framework [146].”
A Grounded Interaction Protocol for Explainable Artificial Intelligence (2019, background): “ one of the shortcomings of existing explainable AI systems. Although there are existing conceptual explanation dialogue models that try to emulate the structure and sequence of a natural explanation [2, 32], we propose that improvements will come from further empirically-driven study of explanation”