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  • Mühendislik Fakültesi / Faculty of Engineering
  • Bilgisayar Mühendisliği Bölümü / Department of Computer Engineering
  • MF - Bildiri Koleksiyonu | Bilgisayar Mühendisliği Bölümü / Department of Computer Engineering
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  •   DSpace@Işık
  • 1- Fakülteler | Faculties
  • Mühendislik Fakültesi / Faculty of Engineering
  • Bilgisayar Mühendisliği Bölümü / Department of Computer Engineering
  • MF - Bildiri Koleksiyonu | Bilgisayar Mühendisliği Bölümü / Department of Computer Engineering
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A novel approach to morphological disambiguation for Turkish

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Date

2012

Author

Görgün, Onur
Yıldız, Olcay Taner

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Citation

Görgün, O. & Yıldız, O. T. (2012). A novel approach to morphological disambiguation for Turkish. Paper presented at the Computer and Information Sciences II, 77-83. doi:10.1007/978-1-4471-2155-8-9

Abstract

In this paper, we propose a classification based approach to the morphological disambiguation for Turkish language. Due to complex morphology in Turkish, any word can get unlimited number of affixes resulting very large tag sets. The problem is defined as choosing one of parses of a word not taking the existing root word into consideration. We trained our model with well-known classifiers using WEKA toolkit and tested on a common test set. The best performance achieved is 95.61% by J48 Tree classifier.

Source

Computer and Information Sciences II

URI

https://hdl.handle.net/11729/737
http://dx.doi.org/10.1007/978-1-4471-2155-8_9

Collections

  • MF - Bildiri Koleksiyonu | Bilgisayar Mühendisliği Bölümü / Department of Computer Engineering [110]
  • Scopus İndeksli Bildiri Koleksiyonu [439]
  • WoS İndeksli Bildiri Koleksiyonu [345]



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