TY - GEN
T1 - Phonological (un)certainty weights lexical activation
AU - Gwilliams, Laura
AU - Poeppel, David
AU - Marantz, Alec
AU - Linzen, Tal
N1 - Publisher Copyright:
© 2018 Association for Computational Linguistics
PY - 2018
Y1 - 2018
N2 - 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.
AB - 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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M3 - Conference contribution
AN - SCOPUS:85052617186
T3 - Proceedings of the 8th Workshop on Cognitive Modeling and Computational Linguistics, CMCL 2018
SP - 29
EP - 34
BT - Proceedings of the 8th Workshop on Cognitive Modeling and Computational Linguistics, CMCL 2018
A2 - Sayeed, Asad
A2 - Jacobs, Cassandra
A2 - Linzen, Tal
A2 - van Schijndel, Marten
PB - Association for Computational Linguistics (ACL)
T2 - 8th Workshop on Cognitive Modeling and Computational Linguistics, CMCL 2018
Y2 - 7 January 2018
ER -