Towards Developing a Comprehensive Tag Set for the Arabic Language

This paper presents a comprehensive Tag set as a fundamental component for developing an automated Word Class/Part-of-Speech (PoS) tagging system for the Arabic language. The aim is to develop a standard and comprehensive PoS tag set that based upon PoS classes and Arabic inflectional morphology use...

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Autores principales:	Alqrainy Shihadeh, Alawairdhi Muhammed
Formato:	article
Lenguaje:	EN
Publicado:	De Gruyter 2020
Materias:	arabic language part-of-speech (pos) tag set natural language processing (nlp) 68-xx Science Q Electronic computers. Computer science QA75.5-76.95
Acceso en línea:	https://doaj.org/article/bddd0e27f2fe474f9ec71882524e770e
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id	oai:doaj.org-article:bddd0e27f2fe474f9ec71882524e770e
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spelling	oai:doaj.org-article:bddd0e27f2fe474f9ec71882524e770e2021-12-05T14:10:51ZTowards Developing a Comprehensive Tag Set for the Arabic Language2191-026X10.1515/jisys-2019-0256https://doaj.org/article/bddd0e27f2fe474f9ec71882524e770e2020-09-01T00:00:00Zhttps://doi.org/10.1515/jisys-2019-0256https://doaj.org/toc/2191-026XThis paper presents a comprehensive Tag set as a fundamental component for developing an automated Word Class/Part-of-Speech (PoS) tagging system for the Arabic language. The aim is to develop a standard and comprehensive PoS tag set that based upon PoS classes and Arabic inflectional morphology useful for Linguistics and Natural Language Processing (NLP) developers to extract more linguistic information from it. The tag names in the developed tag set uses terminology from Arabic tradition grammar rather than English grammar. The usability of the presented Tag set has been tested in manual tagging and built up a set of tagged text to serve as a goal corpus used to compare it with the results obtained from the tagger. The tagger has achieved an average accuracy of 90% using the developed detailed tag set.Alqrainy ShihadehAlawairdhi MuhammedDe Gruyterarticlearabic languagepart-of-speech (pos)tag setnatural language processing (nlp)68-xxScienceQElectronic computers. Computer scienceQA75.5-76.95ENJournal of Intelligent Systems, Vol 30, Iss 1, Pp 287-296 (2020)
institution	DOAJ
collection	DOAJ
language	EN
topic	arabic language part-of-speech (pos) tag set natural language processing (nlp) 68-xx Science Q Electronic computers. Computer science QA75.5-76.95
spellingShingle	arabic language part-of-speech (pos) tag set natural language processing (nlp) 68-xx Science Q Electronic computers. Computer science QA75.5-76.95 Alqrainy Shihadeh Alawairdhi Muhammed Towards Developing a Comprehensive Tag Set for the Arabic Language
description	This paper presents a comprehensive Tag set as a fundamental component for developing an automated Word Class/Part-of-Speech (PoS) tagging system for the Arabic language. The aim is to develop a standard and comprehensive PoS tag set that based upon PoS classes and Arabic inflectional morphology useful for Linguistics and Natural Language Processing (NLP) developers to extract more linguistic information from it. The tag names in the developed tag set uses terminology from Arabic tradition grammar rather than English grammar. The usability of the presented Tag set has been tested in manual tagging and built up a set of tagged text to serve as a goal corpus used to compare it with the results obtained from the tagger. The tagger has achieved an average accuracy of 90% using the developed detailed tag set.
format	article
author	Alqrainy Shihadeh Alawairdhi Muhammed
author_facet	Alqrainy Shihadeh Alawairdhi Muhammed
author_sort	Alqrainy Shihadeh
title	Towards Developing a Comprehensive Tag Set for the Arabic Language
title_short	Towards Developing a Comprehensive Tag Set for the Arabic Language
title_full	Towards Developing a Comprehensive Tag Set for the Arabic Language
title_fullStr	Towards Developing a Comprehensive Tag Set for the Arabic Language
title_full_unstemmed	Towards Developing a Comprehensive Tag Set for the Arabic Language
title_sort	towards developing a comprehensive tag set for the arabic language
publisher	De Gruyter
publishDate	2020
url	https://doaj.org/article/bddd0e27f2fe474f9ec71882524e770e
work_keys_str_mv	AT alqrainyshihadeh towardsdevelopingacomprehensivetagsetforthearabiclanguage AT alawairdhimuhammed towardsdevelopingacomprehensivetagsetforthearabiclanguage
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Towards Developing a Comprehensive Tag Set for the Arabic Language

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