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Unveiling the nature of interaction between semantics and phonology in lexical access based on multilayer networks

An essential aspect of human communication is the ability to access and retrieve information from ones’ ‘mental lexicon’. This lexical access activates phonological and semantic components of concepts, yet the question whether and how these two components relate to each other remains widely debated....

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Autores principales: Levy, Orr, Kenett, Yoed N., Oxenberg, Orr, Castro, Nichol, De Deyne, Simon, Vitevitch, Michael S., Havlin, Shlomo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8280146/
https://www.ncbi.nlm.nih.gov/pubmed/34262122
http://dx.doi.org/10.1038/s41598-021-93925-y
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author Levy, Orr
Kenett, Yoed N.
Oxenberg, Orr
Castro, Nichol
De Deyne, Simon
Vitevitch, Michael S.
Havlin, Shlomo
author_facet Levy, Orr
Kenett, Yoed N.
Oxenberg, Orr
Castro, Nichol
De Deyne, Simon
Vitevitch, Michael S.
Havlin, Shlomo
author_sort Levy, Orr
collection PubMed
description An essential aspect of human communication is the ability to access and retrieve information from ones’ ‘mental lexicon’. This lexical access activates phonological and semantic components of concepts, yet the question whether and how these two components relate to each other remains widely debated. We harness tools from network science to construct a large-scale linguistic multilayer network comprising of phonological and semantic layers. We find that the links in the two layers are highly similar to each other and that adding information from one layer to the other increases efficiency by decreasing the network overall distances, but specifically affecting shorter distances. Finally, we show how a multilayer architecture demonstrates the highest efficiency, and how this efficiency relates to weak semantic relations between cue words in the network. Thus, investigating the interaction between the layers and the unique benefit of a linguistic multilayer architecture allows us to quantify theoretical cognitive models of lexical access.
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spelling pubmed-82801462021-07-15 Unveiling the nature of interaction between semantics and phonology in lexical access based on multilayer networks Levy, Orr Kenett, Yoed N. Oxenberg, Orr Castro, Nichol De Deyne, Simon Vitevitch, Michael S. Havlin, Shlomo Sci Rep Article An essential aspect of human communication is the ability to access and retrieve information from ones’ ‘mental lexicon’. This lexical access activates phonological and semantic components of concepts, yet the question whether and how these two components relate to each other remains widely debated. We harness tools from network science to construct a large-scale linguistic multilayer network comprising of phonological and semantic layers. We find that the links in the two layers are highly similar to each other and that adding information from one layer to the other increases efficiency by decreasing the network overall distances, but specifically affecting shorter distances. Finally, we show how a multilayer architecture demonstrates the highest efficiency, and how this efficiency relates to weak semantic relations between cue words in the network. Thus, investigating the interaction between the layers and the unique benefit of a linguistic multilayer architecture allows us to quantify theoretical cognitive models of lexical access. Nature Publishing Group UK 2021-07-14 /pmc/articles/PMC8280146/ /pubmed/34262122 http://dx.doi.org/10.1038/s41598-021-93925-y Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Levy, Orr
Kenett, Yoed N.
Oxenberg, Orr
Castro, Nichol
De Deyne, Simon
Vitevitch, Michael S.
Havlin, Shlomo
Unveiling the nature of interaction between semantics and phonology in lexical access based on multilayer networks
title Unveiling the nature of interaction between semantics and phonology in lexical access based on multilayer networks
title_full Unveiling the nature of interaction between semantics and phonology in lexical access based on multilayer networks
title_fullStr Unveiling the nature of interaction between semantics and phonology in lexical access based on multilayer networks
title_full_unstemmed Unveiling the nature of interaction between semantics and phonology in lexical access based on multilayer networks
title_short Unveiling the nature of interaction between semantics and phonology in lexical access based on multilayer networks
title_sort unveiling the nature of interaction between semantics and phonology in lexical access based on multilayer networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8280146/
https://www.ncbi.nlm.nih.gov/pubmed/34262122
http://dx.doi.org/10.1038/s41598-021-93925-y
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