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Sak, Hasim; Guengor, Tunga; Saraclar, Murat
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<identifier identifierType="URL">https://aperta.ulakbim.gov.tr/record/39999</identifier>
<creators>
<creator>
<creatorName>Sak, Hasim</creatorName>
<givenName>Hasim</givenName>
<familyName>Sak</familyName>
<affiliation>Bogazici Univ, Dept Comp Engn, TR-34342 Istanbul, Turkey</affiliation>
</creator>
<creator>
<creatorName>Guengor, Tunga</creatorName>
<givenName>Tunga</givenName>
<familyName>Guengor</familyName>
<affiliation>Bogazici Univ, Dept Comp Engn, TR-34342 Istanbul, Turkey</affiliation>
</creator>
<creator>
<creatorName>Saraclar, Murat</creatorName>
<givenName>Murat</givenName>
<familyName>Saraclar</familyName>
<affiliation>Bogazici Univ, Elect & Elect Engn Dept, TR-34342 Bebek, Turkey</affiliation>
</creator>
</creators>
<titles>
<title>Turkish Language Resources: Morphological Parser, Morphological Disambiguator And Web Corpus</title>
</titles>
<publisher>Aperta</publisher>
<publicationYear>2008</publicationYear>
<dates>
<date dateType="Issued">2008-01-01</date>
</dates>
<resourceType resourceTypeGeneral="Text">Conference paper</resourceType>
<alternateIdentifiers>
<alternateIdentifier alternateIdentifierType="url">https://aperta.ulakbim.gov.tr/record/39999</alternateIdentifier>
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<relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.81043/aperta.39998</relatedIdentifier>
<relatedIdentifier relatedIdentifierType="DOI" relationType="IsIdenticalTo">10.81043/aperta.39999</relatedIdentifier>
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<rightsList>
<rights rightsURI="http://www.opendefinition.org/licenses/cc-by">Creative Commons Attribution</rights>
<rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
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<descriptions>
<description descriptionType="Abstract">In this paper, we propose a set of language resources for building Turkish language processing applications. Specifically, we present a finite-state implementation of a morphological parser, an averaged perceptron-based morphological disambiguator, and compilation of a web corpus. Turkish is an agglutinative language with a highly productive inflectional and derivational morphology, We present an implementation of a morphological parser based on two-level morphology. This parser is one of the most complete parsers for Turkish and it runs independent of any other external system such as PC-KIMMO in contrast to existing parsers. Due to complex phonology and morphology of Turkish, parsing introduces some ambiguous parses. We developed a morphological disambiguator with accuracy of about 98% using averaged perceptron algorithm. We also present our efforts to build a Turkish web corpus of about 423 million words.</description>
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