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  1. Explanation in artificial intelligence: Insights from the social sciences.Tim Miller - 2019 - Artificial Intelligence 267 (C):1-38.
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  • Effects of explanation on children’s question asking.Azzurra Ruggeri, Fei Xu & Tania Lombrozo - 2019 - Cognition 191 (C):103966.
    The capacity to search for information effectively by asking informative questions is crucial for self-directed learning and develops throughout the preschool years and beyond. We tested the hypothesis that explaining observations in a given domain prepares children to ask more informative questions in that domain, and that it does so by promoting the identification of features that apply to multiple objects, thus supporting more effective questions. Across two experiments, 4- to 7-year-old children (N = 168) were prompted to explain observed (...)
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  • Explanation recruits comparison in a category-learning task.Brian J. Edwards, Joseph J. Williams, Dedre Gentner & Tania Lombrozo - 2019 - Cognition 185 (C):21-38.
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  • Reconciling Contrastive and Non-contrastive Explanation.Victor Gijsbers - 2018 - Erkenntnis 83 (6):1213-1227.
    Two apparently mutually exclusive ideas about the relation between contrastive and non-contrastive explanations can be found in the literature. According to contrastivists, all explanation is contrastive explanation and the supposed existence of non-contrastive explanations can be revealed to be an illusion. According to non-contrastivists, on the other hand, contrastive explanation can be fully analysed in terms of non-contrastive explanation, and is thus not of fundamental importance. In the current article, I discuss the main arguments in favour of and against each (...)
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  • The role of goal constructs in conceptual acquisition.Seth Chin-Parker, Eric Brown & Eric Gerlach - 2025 - Cognition 256 (C):106039.
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  • The quest of parsimonious XAI: A human-agent architecture for explanation formulation.Yazan Mualla, Igor Tchappi, Timotheus Kampik, Amro Najjar, Davide Calvaresi, Abdeljalil Abbas-Turki, Stéphane Galland & Christophe Nicolle - 2022 - Artificial Intelligence 302 (C):103573.
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