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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 2 of 2 1 Peekbank: Exploring children's word recognition through an open, large-scale repository for developmental eye-tracking data Zettersten, Martin; Bergey, Claire Augusta; Bhatt, Naiti S... In: Proceedings of the Annual Meeting of the Cognitive Science Society, vol 43, iss 43 (2021) BASE Show details 2 Learning communicative acts in children’s conversations: a Hidden Topic Markov Model analysis of the CHILDES corpus Bergey, Claire Augusta; Marshall, Zoe; DeDeo, Simon; Yurovsky, Dan In: Proceedings of the Annual Meeting of the Cognitive Science Society, vol 43, iss 43 (2021) Abstract: Over their first years of life, children learn not just the words of their native languages, but how to use them to communicate. Because manual annotation of communicative intent does not scale to large corpora, our understanding of communicative act development is limited to case studies of a few children at a few time points. We present an approach to automatic identification of communicative acts using a Hidden Topic Markov Model, applying it to the CHILDES database. We first describe qualitative changes in parent-child communication over development, and then use our method to demonstrate two large-scale features of communicative development: (1) children develop a parent-like repertoire of our model's communicative acts rapidly, their learning rate peaking around 14 months of age, and (2) this period of steep repertoire change coincides with the highest predictability between parents' acts and children's, suggesting that structured interactions play a role in learning to communicate. Keyword: cognitive science URL: https://escholarship.org/uc/item/12x8s3qp BASE Hide details

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