Creating a syntactically felicitous constituency treebank for Turkish

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dc.authorid0000-0002-3195-2747
dc.authorid0000-0001-5838-4615
dc.contributor.authorKara, Neslihanen_US
dc.contributor.authorMarşan, Büşraen_US
dc.contributor.authorÖzçelik, Merveen_US
dc.contributor.authorArıcan, Bilge Nasen_US
dc.contributor.authorKuzgun, Aslıen_US
dc.contributor.authorCesur, Neslihanen_US
dc.contributor.authorAslan, Deniz Baranen_US
dc.contributor.authorYıldız, Olcay Taneren_US
dc.date.accessioned2020-12-28T08:43:04Z
dc.date.available2020-12-28T08:43:04Z
dc.date.issued2020-10-15
dc.departmentIşık Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.departmentIşık University, Faculty of Engineering, Department of Computer Engineeringen_US
dc.description.abstractIn this study, Bakay et. al [1] and Yildiz et. al.'s [2] work on Turkish constituency treebanks were developed further. Compared to the previous work, the most prominent feature of this study is the fact that every annotation and refinement process is held manually. In addition, constituency treebank created as a result of this study abides by the syntactic rules and typologic features of Turkish while the trees created by previous studies convey only the translated and simply inverted trees that completely ignore the syntactic properties of Turkish. The methodology followed in this study resulted in a significantly more accurate representation of Turkish language and simpler, relatively flatter trees. The straightforward style of trees in this study reduces the complexity and offers a better training dataset for learning algorithms.en_US
dc.description.versionPublisher's Versionen_US
dc.identifier.citationYıldız, O. T., Kara, N., Marşan, B., Özçelik, M., Arıcan, B. N., Kuzgun, A., Cesur, N. & Aslan, D. B. (2020). Creating a syntactically felicitous constituency treebank for Turkish. Paper presented at the 2020 Innovations in Intelligent Systems and Applications Conference (ASYU), 1-6. doi:10.1109/ASYU50717.2020.9259873en_US
dc.identifier.doi10.1109/ASYU50717.2020.9259873
dc.identifier.endpage6
dc.identifier.isbn9781728191362
dc.identifier.isbn9781728191379
dc.identifier.scopus2-s2.0-85097931861
dc.identifier.scopusqualityN/A
dc.identifier.startpage1
dc.identifier.urihttps://hdl.handle.net/11729/2997
dc.identifier.urihttp://dx.doi.org/10.1109/ASYU50717.2020.9259873
dc.indekslendigikaynakScopusen_US
dc.institutionauthorYıldız, Olcay Taneren_US
dc.institutionauthorid0000-0001-5838-4615
dc.language.isoenen_US
dc.peerreviewedYesen_US
dc.publicationstatusPublisheden_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartof2020 Innovations in Intelligent Systems and Applications Conference (ASYU)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectConstituencyen_US
dc.subjectConstituency parsingen_US
dc.subjectTreeBanken_US
dc.subjectIntelligent systemsen_US
dc.subjectLearning algorithmsen_US
dc.subjectNatural language processing systemsen_US
dc.subjectSyntacticsen_US
dc.subjectProminent featuresen_US
dc.subjectRefinement processen_US
dc.subjectSyntactic propertiesen_US
dc.subjectSyntactic rulesen_US
dc.subjectTraining dataseten_US
dc.subjectTreebanksen_US
dc.subjectTurkish languageen_US
dc.subjectTurkishsen_US
dc.subjectForestryen_US
dc.titleCreating a syntactically felicitous constituency treebank for Turkishen_US
dc.typeConference Objecten_US
dspace.entity.typePublication

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