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Lexical Frequency and Sentence Context Influence the Brain’s Response to Single Words

Typical adults read remarkably quickly. Such fast reading is facilitated by brain processes that are sensitive to both word frequency and contextual constraints. It is debated as to whether these attributes have additive or interactive effects on language processing in the brain. We investigated thi...

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Autores principales: Huizeling, Eleanor, Arana, Sophie, Hagoort, Peter, Schoffelen, Jan-Mathijs
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MIT Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10158670/
https://www.ncbi.nlm.nih.gov/pubmed/37215333
http://dx.doi.org/10.1162/nol_a_00054
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author Huizeling, Eleanor
Arana, Sophie
Hagoort, Peter
Schoffelen, Jan-Mathijs
author_facet Huizeling, Eleanor
Arana, Sophie
Hagoort, Peter
Schoffelen, Jan-Mathijs
author_sort Huizeling, Eleanor
collection PubMed
description Typical adults read remarkably quickly. Such fast reading is facilitated by brain processes that are sensitive to both word frequency and contextual constraints. It is debated as to whether these attributes have additive or interactive effects on language processing in the brain. We investigated this issue by analysing existing magnetoencephalography data from 99 participants reading intact and scrambled sentences. Using a cross-validated model comparison scheme, we found that lexical frequency predicted the word-by-word elicited MEG signal in a widespread cortical network, irrespective of sentential context. In contrast, index (ordinal word position) was more strongly encoded in sentence words, in left front-temporal areas. This confirms that frequency influences word processing independently of predictability, and that contextual constraints affect word-by-word brain responses. With a conservative multiple comparisons correction, only the interaction between lexical frequency and surprisal survived, in anterior temporal and frontal cortex, and not between lexical frequency and entropy, nor between lexical frequency and index. However, interestingly, the uncorrected index × frequency interaction revealed an effect in left frontal and temporal cortex that reversed in time and space for intact compared to scrambled sentences. Finally, we provide evidence to suggest that, in sentences, lexical frequency and predictability may independently influence early (<150 ms) and late stages of word processing, but also interact during late stages of word processing (>150–250 ms), thus helping to converge previous contradictory eye-tracking and electrophysiological literature. Current neurocognitive models of reading would benefit from accounting for these differing effects of lexical frequency and predictability on different stages of word processing.
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spelling pubmed-101586702023-05-19 Lexical Frequency and Sentence Context Influence the Brain’s Response to Single Words Huizeling, Eleanor Arana, Sophie Hagoort, Peter Schoffelen, Jan-Mathijs Neurobiol Lang (Camb) Research Article Typical adults read remarkably quickly. Such fast reading is facilitated by brain processes that are sensitive to both word frequency and contextual constraints. It is debated as to whether these attributes have additive or interactive effects on language processing in the brain. We investigated this issue by analysing existing magnetoencephalography data from 99 participants reading intact and scrambled sentences. Using a cross-validated model comparison scheme, we found that lexical frequency predicted the word-by-word elicited MEG signal in a widespread cortical network, irrespective of sentential context. In contrast, index (ordinal word position) was more strongly encoded in sentence words, in left front-temporal areas. This confirms that frequency influences word processing independently of predictability, and that contextual constraints affect word-by-word brain responses. With a conservative multiple comparisons correction, only the interaction between lexical frequency and surprisal survived, in anterior temporal and frontal cortex, and not between lexical frequency and entropy, nor between lexical frequency and index. However, interestingly, the uncorrected index × frequency interaction revealed an effect in left frontal and temporal cortex that reversed in time and space for intact compared to scrambled sentences. Finally, we provide evidence to suggest that, in sentences, lexical frequency and predictability may independently influence early (<150 ms) and late stages of word processing, but also interact during late stages of word processing (>150–250 ms), thus helping to converge previous contradictory eye-tracking and electrophysiological literature. Current neurocognitive models of reading would benefit from accounting for these differing effects of lexical frequency and predictability on different stages of word processing. MIT Press 2022-02-10 /pmc/articles/PMC10158670/ /pubmed/37215333 http://dx.doi.org/10.1162/nol_a_00054 Text en © 2021 Massachusetts Institute of Technology https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. For a full description of the license, please visit https://creativecommons.org/licenses/by/4.0/.
spellingShingle Research Article
Huizeling, Eleanor
Arana, Sophie
Hagoort, Peter
Schoffelen, Jan-Mathijs
Lexical Frequency and Sentence Context Influence the Brain’s Response to Single Words
title Lexical Frequency and Sentence Context Influence the Brain’s Response to Single Words
title_full Lexical Frequency and Sentence Context Influence the Brain’s Response to Single Words
title_fullStr Lexical Frequency and Sentence Context Influence the Brain’s Response to Single Words
title_full_unstemmed Lexical Frequency and Sentence Context Influence the Brain’s Response to Single Words
title_short Lexical Frequency and Sentence Context Influence the Brain’s Response to Single Words
title_sort lexical frequency and sentence context influence the brain’s response to single words
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10158670/
https://www.ncbi.nlm.nih.gov/pubmed/37215333
http://dx.doi.org/10.1162/nol_a_00054
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