A novel approach to morphological disambiguation for Turkish
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Dosyalar
Tarih
2012
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Springer-Verlag
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
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.
Açıklama
Anahtar Kelimeler
Complex morphology, Morphological disambiguation, Test sets, Tree classifiers, Turkish language, Turkishs, Classification (of information), Linguistics
Kaynak
Computer and Information Sciences II
WoS Q Değeri
N/A
Scopus Q Değeri
N/A
Cilt
Sayı
Künye
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
