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Turkish language resources: Morphological parser, morphological disambiguator and web corpus

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 &amp; 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>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.81043/aperta.39998</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsIdenticalTo">10.81043/aperta.39999</relatedIdentifier>
  </relatedIdentifiers>
  <rightsList>
    <rights rightsURI="http://www.opendefinition.org/licenses/cc-by">Creative Commons Attribution</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <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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