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

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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Bibliographic Details
Main Authors: Wahab Khan, Ali Daud, Khairullah Khan, Jamal Abdul Nasir, Mohammed Basheri, Naif Aljohani, Fahd Saleh Alotaibi
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Urdu
part of speech (POS)
conditional random field (CRF)
support vector machine (SVM)
recurrent neural network (RNN)
hidden Markov model (HMM)
Online Access:https://ieeexplore.ieee.org/document/8636191/

Internet

https://ieeexplore.ieee.org/document/8636191/

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