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Charting the linguistic landscape of developing writers: an annotation scheme for enhancing native language proficiency

datacite.subject.sdg04:Educação de Qualidade
datacite.subject.sdg10:Reduzir as Desigualdades
datacite.subject.sdg05:Igualdade de Género
dc.contributor.authorDa Corte, Miguel
dc.contributor.authorBaptista, Jorge
dc.date.accessioned2026-05-16T10:30:44Z
dc.date.available2026-05-16T10:30:44Z
dc.date.issued2024-05-20
dc.description.abstractThis study describes a pilot annotation task designed to capture orthographic, grammatical, lexical, semantic, and discursive patterns exhibited by college native English speakers participating in developmental education (DevEd) courses. The paper introduces an annotation scheme developed by two linguists aiming at pinpointing linguistic challenges that hinder effective written communication. The scheme builds upon patterns supported by the literature, which are known as predictors of student placement in DevEd courses and English proficiency levels. Other novel, multilayered, linguistic aspects that the literature has not yet explored are also presented. The scheme and its primary categories are succinctly presented and justified. Two trained annotators used this scheme to annotate a sample of 103 text units (3 during the training phase and 100 during the annotation task proper). Texts were randomly selected from a population of 290 community college intending students. An in-depth quality assurance inspection was conducted to assess tagging consistency between annotators and to discern (and address) annotation inaccuracies. Krippendorff’s Alpha (K-alpha) interrater reliability coefficients were calculated, revealing a K-alpha score of k=0.40, which corresponds to a moderate level of agreement, deemed adequate for the complexity and length of the annotation task.eng
dc.identifier.urihttp://hdl.handle.net/10400.1/28991
dc.language.isoeng
dc.peerreviewedyes
dc.relationInstituto de Engenharia de Sistemas e Computadores, Investigação e Desenvolvimento em Lisboa
dc.rights.urihttp://creativecommons.org/licenses/by-nc/4.0/
dc.subjectAnnotation scheme
dc.subjectDevelopmental education
dc.subjectNative language proficiency
dc.titleCharting the linguistic landscape of developing writers: an annotation scheme for enhancing native language proficiencyeng
dc.typeconference object
dspace.entity.typePublication
oaire.awardNumberUIDB/50021/2020
oaire.awardTitleInstituto de Engenharia de Sistemas e Computadores, Investigação e Desenvolvimento em Lisboa
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDB%2F50021%2F2020/PT
oaire.citation.endPage3056
oaire.citation.startPage3046
oaire.citation.titleLREC-COLING
oaire.fundingStream6817 - DCRRNI ID
oaire.versionhttp://purl.org/coar/version/c_970fb48d4fbd8a85
person.familyNameDa Corte
person.familyNameBaptista
person.givenNameMiguel
person.givenNameJorge
person.identifier.ciencia-id7010-5366-22C5
person.identifier.orcid0000-0001-8782-8377
person.identifier.orcid0000-0003-4603-4364
person.identifier.ridH-7699-2013
person.identifier.scopus-author-id14035269500
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.nameFundação para a Ciência e a Tecnologia
relation.isAuthorOfPublication4a524eae-b359-47fa-8978-028ac5ffb57e
relation.isAuthorOfPublicatione817fa28-a005-40e2-9ba4-03fdaedd7df3
relation.isAuthorOfPublication.latestForDiscovery4a524eae-b359-47fa-8978-028ac5ffb57e
relation.isProjectOfPublication0b14d63a-8f78-4e31-8a86-b72e1f07871f
relation.isProjectOfPublication.latestForDiscovery0b14d63a-8f78-4e31-8a86-b72e1f07871f

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