6 found
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  1.  65
    A Bayesian framework for word segmentation: Exploring the effects of context.Sharon Goldwater, Thomas L. Griffiths & Mark Johnson - 2009 - Cognition 112 (1):21-54.
  2.  67
    Modeling human performance in statistical word segmentation.Michael C. Frank, Sharon Goldwater, Thomas L. Griffiths & Joshua B. Tenenbaum - 2010 - Cognition 117 (2):107-125.
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  3.  16
    A role for the developing lexicon in phonetic category acquisition.Naomi H. Feldman, Thomas L. Griffiths, Sharon Goldwater & James L. Morgan - 2013 - Psychological Review 120 (4):751-778.
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  4.  24
    Bootstrapping language acquisition.Omri Abend, Tom Kwiatkowski, Nathaniel J. Smith, Sharon Goldwater & Mark Steedman - 2017 - Cognition 164 (C):116-143.
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  5.  3
    Infant Phonetic Learning as Perceptual Space Learning: A Crosslinguistic Evaluation of Computational Models.Yevgen Matusevych, Thomas Schatz, Herman Kamper, Naomi H. Feldman & Sharon Goldwater - 2023 - Cognitive Science 47 (7):e13314.
    In the first year of life, infants' speech perception becomes attuned to the sounds of their native language. This process of early phonetic learning has traditionally been framed as phonetic category acquisition. However, recent studies have hypothesized that the attunement may instead reflect a perceptual space learning process that does not involve categories. In this article, we explore the idea of perceptual space learning by implementing five different perceptual space learning models and testing them on three phonetic contrasts that have (...)
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  6. Adding Sentence Types to a Model of Syntactic Category Acquisition.Stella Frank, Sharon Goldwater & Frank Keller - 2013 - Topics in Cognitive Science 5 (3):495-521.
    The acquisition of syntactic categories is a crucial step in the process of acquiring syntax. At this stage, before a full grammar is available, only surface cues are available to the learner. Previous computational models have demonstrated that local contexts are informative for syntactic categorization. However, local contexts are affected by sentence-level structure. In this paper, we add sentence type as an observed feature to a model of syntactic category acquisition, based on experimental evidence showing that pre-syntactic children are able (...)
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