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Multiword expression tagging of Spanish native and non-native speakers' written essays in a grammar and composition developmental course

dc.contributor.authorDa Corte, Miguel
dc.contributor.authorBaptista, Jorge
dc.date.accessioned2023-10-30T11:13:49Z
dc.date.available2023-10-30T11:13:49Z
dc.date.issued2023-09
dc.description.abstractThe literature on second language learning posits that there are significant differences between the use of multiword expressions (MWE) by native speakers (NS) and non-native speakers (NNS). Furthermore, it considers that levels of language proficiency can be estimated on the basis of the use of these expressions. This paper analyses the written production from a corpus of essays written by native (16 essays, 5839 words) and non- native Spanish speakers (25 essays, 7767 words) enrolled in a course focused on the development of orthographic, grammatical, lexical, semantic, and discursive skills in Spanish. This is a required course for students pursuing a certification in Translating or Interpreting (Spanish/English) in the educational setting where the study took place. The corpus was manually tagged by two linguists. The classification scheme used was inspired by other schemes found in the literature and built for similar purposes. The results show that, in general, the distribution of MWE types found in the NS and NNS partition of the corpus was not very different (Pearson correlation: 0.894). However, interesting differences were found between the categories of verbal idioms and noun constructions. Though the corpus is too small for more significant conclusions to be drawn, it is possible to point out that different types of MWE are unevenly distributed among the native speakers' and non-native learners' written production material, and some categories may be a clearer indicator of near-native-speaker proficiency.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.doi10.5507/ro.2023.003pt_PT
dc.identifier.eissn2571-0966
dc.identifier.urihttp://hdl.handle.net/10400.1/20105
dc.language.isoengpt_PT
dc.peerreviewedyespt_PT
dc.publisherUniverzita Palackého v Olomoucipt_PT
dc.rights.urihttp://creativecommons.org/licenses/by-sa/4.0/pt_PT
dc.subjectMultiword expressionspt_PT
dc.subjectLanguage proficiencypt_PT
dc.subjectClassification levelpt_PT
dc.subjectMachinelearning modelspt_PT
dc.subjectDevelopmental education courses (in Spanish)pt_PT
dc.titleMultiword expression tagging of Spanish native and non-native speakers' written essays in a grammar and composition developmental coursept_PT
dc.typejournal article
dspace.entity.typePublication
oaire.citation.endPage40pt_PT
oaire.citation.issue1pt_PT
oaire.citation.startPage23pt_PT
oaire.citation.titleRomanica Olomucensiapt_PT
oaire.citation.volume35pt_PT
person.familyNameDa Corte
person.givenNameMiguel
person.identifier.orcid0000-0001-8782-8377
rcaap.rightsopenAccesspt_PT
rcaap.typearticlept_PT
relation.isAuthorOfPublication4a524eae-b359-47fa-8978-028ac5ffb57e
relation.isAuthorOfPublication.latestForDiscovery4a524eae-b359-47fa-8978-028ac5ffb57e

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