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  1. Ambivalence by design: A computational account of loopholes.Peng Qian, Sophie Bridgers, Maya Taliaferro, Kiera Parece & Tomer D. Ullman - 2024 - Cognition 252 (C):105914.
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  • Teaching Without Thinking: Negative Evaluations of Rote Pedagogy.Ilona Bass, Cristian Espinoza, Elizabeth Bonawitz & Tomer D. Ullman - 2024 - Cognitive Science 48 (6):e13470.
    When people make decisions, they act in a way that is either automatic (“rote”), or more thoughtful (“reflective”). But do people notice when others are behaving in a rote way, and do they care? We examine the detection of rote behavior and its consequences in U.S. adults, focusing specifically on pedagogy and learning. We establish repetitiveness as a cue for rote behavior (Experiment 1), and find that rote people are seen as worse teachers (Experiment 2). We also find that the (...)
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  • A Hierarchical Bayesian Model of Adaptive Teaching.Alicia M. Chen, Andrew Palacci, Natalia Vélez, Robert D. Hawkins & Samuel J. Gershman - 2024 - Cognitive Science 48 (7):e13477.
    How do teachers learn about what learners already know? How do learners aid teachers by providing them with information about their background knowledge and what they find confusing? We formalize this collaborative reasoning process using a hierarchical Bayesian model of pedagogy. We then evaluate this model in two online behavioral experiments (N = 312 adults). In Experiment 1, we show that teachers select examples that account for learners' background knowledge, and adjust their examples based on learners' feedback. In Experiment 2, (...)
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  • Choosing Among Undesirable Options: Children Consider Desirability of Available Choices in Evaluation of Socially Mindful Actions.Sixian Li & Xin Zhao - 2024 - Cognitive Science 48 (4):e13441.
    Previous studies show that adults and children evaluate the act of leaving a choice for others as prosocial, and have termed such actions as socially mindful actions. The current study investigates how the desirability of the available options (i.e., whether the available options are desirable or not) may influence adults’ and children's evaluation of socially mindful actions. Children (N = 120, 4- to 6-year-olds) and adults (N = 124) were asked to evaluate characters selecting items for themselves from a set (...)
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