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A model for representing the semantics of MWEs: From lexical semantics to the semantic annotation of complex predicates

Multiword expressions (MWEs) are sequences of words that pose a challenge to the computational processing of human languages due to their idiosyncrasies and the mismatch between their phrasal structure and their semantics. These idiosyncrasies are of lexical, morphosyntactic and semantic 11 nature,...

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Autor principal: Giouli, Voula
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10077887/
https://www.ncbi.nlm.nih.gov/pubmed/37035535
http://dx.doi.org/10.3389/frai.2023.802218
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author Giouli, Voula
author_facet Giouli, Voula
author_sort Giouli, Voula
collection PubMed
description Multiword expressions (MWEs) are sequences of words that pose a challenge to the computational processing of human languages due to their idiosyncrasies and the mismatch between their phrasal structure and their semantics. These idiosyncrasies are of lexical, morphosyntactic and semantic 11 nature, namely: non-compositionality, i.e., the meaning of the expression cannot be computed from the meanings of its constituents; discontinuity, i.e., alien elements may intervene; non-13 substitutability, i.e., at least one of the expression constituents is lexicalized and therefore, does not enter in alternations at the paradigmatic axis; and non-modifiability, in that they enter in syntactically 15 rigid structures, posing further constraints over modification, transformations, etc. The paper presents a model for representing MWEs at the level of semantics by taking into account all these inherent idiosyncrasies. The model assumes the form of a linguistic ontology and is applied to Greek verbal multi-word expressions (VMWEs); moreover, the semantics of the lexical entries under scrutiny is also represented via the semantics of their arguments based on corpus evidence. In this regard, modeling the semantics of VMWEs is placed in the lexicon-corpus interface.
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spelling pubmed-100778872023-04-07 A model for representing the semantics of MWEs: From lexical semantics to the semantic annotation of complex predicates Giouli, Voula Front Artif Intell Artificial Intelligence Multiword expressions (MWEs) are sequences of words that pose a challenge to the computational processing of human languages due to their idiosyncrasies and the mismatch between their phrasal structure and their semantics. These idiosyncrasies are of lexical, morphosyntactic and semantic 11 nature, namely: non-compositionality, i.e., the meaning of the expression cannot be computed from the meanings of its constituents; discontinuity, i.e., alien elements may intervene; non-13 substitutability, i.e., at least one of the expression constituents is lexicalized and therefore, does not enter in alternations at the paradigmatic axis; and non-modifiability, in that they enter in syntactically 15 rigid structures, posing further constraints over modification, transformations, etc. The paper presents a model for representing MWEs at the level of semantics by taking into account all these inherent idiosyncrasies. The model assumes the form of a linguistic ontology and is applied to Greek verbal multi-word expressions (VMWEs); moreover, the semantics of the lexical entries under scrutiny is also represented via the semantics of their arguments based on corpus evidence. In this regard, modeling the semantics of VMWEs is placed in the lexicon-corpus interface. Frontiers Media S.A. 2023-03-23 /pmc/articles/PMC10077887/ /pubmed/37035535 http://dx.doi.org/10.3389/frai.2023.802218 Text en Copyright © 2023 Giouli. 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
Giouli, Voula
A model for representing the semantics of MWEs: From lexical semantics to the semantic annotation of complex predicates
title A model for representing the semantics of MWEs: From lexical semantics to the semantic annotation of complex predicates
title_full A model for representing the semantics of MWEs: From lexical semantics to the semantic annotation of complex predicates
title_fullStr A model for representing the semantics of MWEs: From lexical semantics to the semantic annotation of complex predicates
title_full_unstemmed A model for representing the semantics of MWEs: From lexical semantics to the semantic annotation of complex predicates
title_short A model for representing the semantics of MWEs: From lexical semantics to the semantic annotation of complex predicates
title_sort model for representing the semantics of mwes: from lexical semantics to the semantic annotation of complex predicates
topic Artificial Intelligence
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10077887/
https://www.ncbi.nlm.nih.gov/pubmed/37035535
http://dx.doi.org/10.3389/frai.2023.802218
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