Phonological (un)certainty weights lexical activation

November 17, 2017 ยท Declared Dead ยท ๐Ÿ› Workshop on Cognitive Modeling and Computational Linguistics

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Authors Laura Gwilliams, David Poeppel, Alec Marantz, Tal Linzen arXiv ID 1711.06729 Category cs.CL: Computation & Language Citations 22 Venue Workshop on Cognitive Modeling and Computational Linguistics Last Checked 4 months ago
Abstract
Spoken word recognition involves at least two basic computations. First is matching acoustic input to phonological categories (e.g. /b/, /p/, /d/). Second is activating words consistent with those phonological categories. Here we test the hypothesis that the listener's probability distribution over lexical items is weighted by the outcome of both computations: uncertainty about phonological discretisation and the frequency of the selected word(s). To test this, we record neural responses in auditory cortex using magnetoencephalography, and model this activity as a function of the size and relative activation of lexical candidates. Our findings indicate that towards the beginning of a word, the processing system indeed weights lexical candidates by both phonological certainty and lexical frequency; however, later into the word, activation is weighted by frequency alone.
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