Morph-syntactic tagging system based on the patterns words for Arabic texts
Joint Authors
al-Jihad, Abd al-Hamid
Yusufi, Abd Allah
Si-Lhoussain, Aouragh
Source
The International Arab Journal of Information Technology
Issue
Vol. 8, Issue 4 (31 Oct. 2011), pp.350-354, 5 p.
Publisher
Publication Date
2011-10-31
Country of Publication
Jordan
No. of Pages
5
Main Subjects
Information Technology and Computer Science
Topics
Abstract EN
Text tagging is a very important tool for various applications in natural language processing, namely the morphological and syntactic analysis of texts, indexation and information retrieval, "vocalization" of Arabic texts, and probabilistic language model (n-class model).
However, these systems based on the lexemes of limited size, are unable to treat unknown words consequently.
To overcome this problem, we developed in this paper, a new system based on the patterns of unknown words and the hidden Markov model.
The experiments are carried out in the set of labeled texts, the set of 3800 patterns, and the 52 tags of morph-syntactic nature, to estimate the parameters of the new model HMM.
American Psychological Association (APA)
al-Jihad, Abd al-Hamid& Yusufi, Abd Allah& Si-Lhoussain, Aouragh. 2011. Morph-syntactic tagging system based on the patterns words for Arabic texts. The International Arab Journal of Information Technology،Vol. 8, no. 4, pp.350-354.
https://search.emarefa.net/detail/BIM-266750
Modern Language Association (MLA)
al-Jihad, Abd al-Hamid…[et al.]. Morph-syntactic tagging system based on the patterns words for Arabic texts. The International Arab Journal of Information Technology Vol. 8, no. 4 (Oct. 2011), pp.350-354.
https://search.emarefa.net/detail/BIM-266750
American Medical Association (AMA)
al-Jihad, Abd al-Hamid& Yusufi, Abd Allah& Si-Lhoussain, Aouragh. Morph-syntactic tagging system based on the patterns words for Arabic texts. The International Arab Journal of Information Technology. 2011. Vol. 8, no. 4, pp.350-354.
https://search.emarefa.net/detail/BIM-266750
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 353-354
Record ID
BIM-266750