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  1. 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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  • Repeat After Me? Both Children With and Without Autism Commonly Align Their Language With That of Their Caregivers.Riccardo Fusaroli, Ethan Weed, Roberta Rocca, Deborah Fein & Letitia Naigles - 2023 - Cognitive Science 47 (11):e13369.
    Linguistic repetitions in children are conceptualized as negative in children with autism – echolalia, without communicative purpose – and positive in typically developing (TD) children – linguistic alignment involved in shared engagement, common ground and language acquisition. To investigate this apparent contradiction we analyzed spontaneous speech in 67 parent–child dyads from a longitudinal corpus (30 minutes of play activities at 6 visits over 2 years). We included 32 children with autism and 35 linguistically matched TD children (mean age at recruitment (...)
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  • Shades of confusion: Lexical uncertainty modulates ad hoc coordination in an interactive communication task.Sonia K. Murthy, Thomas L. Griffiths & Robert D. Hawkins - 2022 - Cognition 225 (C):105152.
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