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Morphology in a Parallel, Distributed, Interactive Architecture of Language Production

How do speakers produce novel words? This programmatic paper synthesizes research in linguistics and neuroscience to argue for a parallel distributed architecture of the language system, in which distributed semantic representations activate competing form chunks in parallel. This process accounts f...

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Autor principal: Kapatsinski, Vsevolod
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8927966/
https://www.ncbi.nlm.nih.gov/pubmed/35310958
http://dx.doi.org/10.3389/frai.2022.803259
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author Kapatsinski, Vsevolod
author_facet Kapatsinski, Vsevolod
author_sort Kapatsinski, Vsevolod
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description How do speakers produce novel words? This programmatic paper synthesizes research in linguistics and neuroscience to argue for a parallel distributed architecture of the language system, in which distributed semantic representations activate competing form chunks in parallel. This process accounts for both the synchronic phenomenon of paradigm uniformity and the diachronic process of paradigm leveling; i.e., the shaping or reshaping of relatively infrequent forms by semantically-related forms of higher frequency. However, it also raises the question of how leveling is avoided. A negative feedback cycle is argued to be responsible. The negative feedback cycle suppresses activated form chunks with unintended semantics or connotations and allows the speaker to decide when to begin speaking. The negative feedback cycle explains away much of the evidence for paradigmatic mappings, allowing more of the grammar to be described with only direct form-meaning mappings/constructions. However, there remains an important residue of cases for which paradigmatic mappings are necessary. I show that these cases can be accounted for by spreading activation down paradigmatic associations as the source of the activation is being inhibited by negative feedback. The negative feedback cycle provides a mechanistic explanation for several phenomena in language change that have so far eluded usage-based accounts. In particular, it provides a mechanism for degrammaticalization and affix liberation (e.g., the detachment of -holic from the context(s) in which it occurs), explaining how chunks can gain productivity despite occurring in a single fixed context. It also provides a novel perspective on paradigm gaps. Directions for future work are outlined.
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spelling pubmed-89279662022-03-18 Morphology in a Parallel, Distributed, Interactive Architecture of Language Production Kapatsinski, Vsevolod Front Artif Intell Artificial Intelligence How do speakers produce novel words? This programmatic paper synthesizes research in linguistics and neuroscience to argue for a parallel distributed architecture of the language system, in which distributed semantic representations activate competing form chunks in parallel. This process accounts for both the synchronic phenomenon of paradigm uniformity and the diachronic process of paradigm leveling; i.e., the shaping or reshaping of relatively infrequent forms by semantically-related forms of higher frequency. However, it also raises the question of how leveling is avoided. A negative feedback cycle is argued to be responsible. The negative feedback cycle suppresses activated form chunks with unintended semantics or connotations and allows the speaker to decide when to begin speaking. The negative feedback cycle explains away much of the evidence for paradigmatic mappings, allowing more of the grammar to be described with only direct form-meaning mappings/constructions. However, there remains an important residue of cases for which paradigmatic mappings are necessary. I show that these cases can be accounted for by spreading activation down paradigmatic associations as the source of the activation is being inhibited by negative feedback. The negative feedback cycle provides a mechanistic explanation for several phenomena in language change that have so far eluded usage-based accounts. In particular, it provides a mechanism for degrammaticalization and affix liberation (e.g., the detachment of -holic from the context(s) in which it occurs), explaining how chunks can gain productivity despite occurring in a single fixed context. It also provides a novel perspective on paradigm gaps. Directions for future work are outlined. Frontiers Media S.A. 2022-03-03 /pmc/articles/PMC8927966/ /pubmed/35310958 http://dx.doi.org/10.3389/frai.2022.803259 Text en Copyright © 2022 Kapatsinski. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Artificial Intelligence
Kapatsinski, Vsevolod
Morphology in a Parallel, Distributed, Interactive Architecture of Language Production
title Morphology in a Parallel, Distributed, Interactive Architecture of Language Production
title_full Morphology in a Parallel, Distributed, Interactive Architecture of Language Production
title_fullStr Morphology in a Parallel, Distributed, Interactive Architecture of Language Production
title_full_unstemmed Morphology in a Parallel, Distributed, Interactive Architecture of Language Production
title_short Morphology in a Parallel, Distributed, Interactive Architecture of Language Production
title_sort morphology in a parallel, distributed, interactive architecture of language production
topic Artificial Intelligence
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8927966/
https://www.ncbi.nlm.nih.gov/pubmed/35310958
http://dx.doi.org/10.3389/frai.2022.803259
work_keys_str_mv AT kapatsinskivsevolod morphologyinaparalleldistributedinteractivearchitectureoflanguageproduction