Part of Speech Tagging in Urdu: Comparison of Machine and Deep Learning Approaches

In Urdu, part of speech (POS) tagging is a challenging task as it is both inflectionally and derivationally rich morphological language. Verbs are generally conceived a highly inflected object in Urdu comparatively to nouns. POS tagging is used as a preliminary linguistic text analysis in diverse na...

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Главные авторы:	Wahab Khan, Ali Daud, Khairullah Khan, Jamal Abdul Nasir, Mohammed Basheri, Naif Aljohani, Fahd Saleh Alotaibi
Формат:	Artigo
Язык:	Inglês
Опубликовано:	IEEE 2019-01-01
Серии:	IEEE Access
Предметы:	Urdu part of speech (POS) conditional random field (CRF) support vector machine (SVM) recurrent neural network (RNN) hidden Markov model (HMM)
Online-ссылка:	https://ieeexplore.ieee.org/document/8636191/
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