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

Sak, Hasim; Guengor, Tunga; Saraclar, Murat


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{
  "@context": "https://schema.org/", 
  "@id": 39999, 
  "@type": "ScholarlyArticle", 
  "creator": [
    {
      "@type": "Person", 
      "affiliation": "Bogazici Univ, Dept Comp Engn, TR-34342 Istanbul, Turkey", 
      "name": "Sak, Hasim"
    }, 
    {
      "@type": "Person", 
      "affiliation": "Bogazici Univ, Dept Comp Engn, TR-34342 Istanbul, Turkey", 
      "name": "Guengor, Tunga"
    }, 
    {
      "@type": "Person", 
      "affiliation": "Bogazici Univ, Elect & Elect Engn Dept, TR-34342 Bebek, Turkey", 
      "name": "Saraclar, Murat"
    }
  ], 
  "datePublished": "2008-01-01", 
  "description": "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.", 
  "headline": "Turkish language resources: Morphological parser, morphological disambiguator and web corpus", 
  "identifier": 39999, 
  "image": "https://aperta.ulakbim.gov.tr/static/img/logo/aperta_logo_with_icon.svg", 
  "license": "http://www.opendefinition.org/licenses/cc-by", 
  "name": "Turkish language resources: Morphological parser, morphological disambiguator and web corpus", 
  "url": "https://aperta.ulakbim.gov.tr/record/39999"
}
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