A Deep Level Tagger for Malayalam, a Morphologically Rich Language

In recent years, there has been tremendous growth in the amount of natural language text through various sources. Computational analysis of this text has got considerable attention among the NLP researchers. Automatic analysis and representation of natural language text is a step by step procedure....

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Ajees A. P., Abrar K. J., Sumam Mary Idicula, Sreenathan M.
Formato:	article
Lenguaje:	EN
Publicado:	De Gruyter 2020
Materias:	malayalam natural language processing word embedding support vector machine multi-layer perceptron deep level tagger 68t50 Science Q Electronic computers. Computer science QA75.5-76.95
Acceso en línea:	https://doaj.org/article/f61e744ccf2e40b39a6d767b95fb0e60
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:f61e744ccf2e40b39a6d767b95fb0e60
record_format	dspace
spelling	oai:doaj.org-article:f61e744ccf2e40b39a6d767b95fb0e602021-12-05T14:10:51ZA Deep Level Tagger for Malayalam, a Morphologically Rich Language2191-026X10.1515/jisys-2019-0070https://doaj.org/article/f61e744ccf2e40b39a6d767b95fb0e602020-07-01T00:00:00Zhttps://doi.org/10.1515/jisys-2019-0070https://doaj.org/toc/2191-026XIn recent years, there has been tremendous growth in the amount of natural language text through various sources. Computational analysis of this text has got considerable attention among the NLP researchers. Automatic analysis and representation of natural language text is a step by step procedure. Deep level tagging is one of such steps applied over the text. In this paper, we demonstrate a methodology for deep level tagging of Malayalam text. Deep level tagging is the process of assigning deeper level information to every noun and verb in the text along with normal POS tags. In this study, we move towards a direction that is not much explored in the case of Malayalam language. Malayalam is a morphologically rich and agglutinative language. The morphological features of the language are effectively utilized for the computational analysis of Malayalam text. The language level details required for the study are provided by Thunjath Ezhuthachan Malayalam University, Tirur.Ajees A. P.Abrar K. J.Sumam Mary IdiculaSreenathan M.De Gruyterarticlemalayalamnatural language processingword embeddingsupport vector machinemulti-layer perceptrondeep level tagger68t50ScienceQElectronic computers. Computer scienceQA75.5-76.95ENJournal of Intelligent Systems, Vol 30, Iss 1, Pp 115-129 (2020)
institution	DOAJ
collection	DOAJ
language	EN
topic	malayalam natural language processing word embedding support vector machine multi-layer perceptron deep level tagger 68t50 Science Q Electronic computers. Computer science QA75.5-76.95
spellingShingle	malayalam natural language processing word embedding support vector machine multi-layer perceptron deep level tagger 68t50 Science Q Electronic computers. Computer science QA75.5-76.95 Ajees A. P. Abrar K. J. Sumam Mary Idicula Sreenathan M. A Deep Level Tagger for Malayalam, a Morphologically Rich Language
description	In recent years, there has been tremendous growth in the amount of natural language text through various sources. Computational analysis of this text has got considerable attention among the NLP researchers. Automatic analysis and representation of natural language text is a step by step procedure. Deep level tagging is one of such steps applied over the text. In this paper, we demonstrate a methodology for deep level tagging of Malayalam text. Deep level tagging is the process of assigning deeper level information to every noun and verb in the text along with normal POS tags. In this study, we move towards a direction that is not much explored in the case of Malayalam language. Malayalam is a morphologically rich and agglutinative language. The morphological features of the language are effectively utilized for the computational analysis of Malayalam text. The language level details required for the study are provided by Thunjath Ezhuthachan Malayalam University, Tirur.
format	article
author	Ajees A. P. Abrar K. J. Sumam Mary Idicula Sreenathan M.
author_facet	Ajees A. P. Abrar K. J. Sumam Mary Idicula Sreenathan M.
author_sort	Ajees A. P.
title	A Deep Level Tagger for Malayalam, a Morphologically Rich Language
title_short	A Deep Level Tagger for Malayalam, a Morphologically Rich Language
title_full	A Deep Level Tagger for Malayalam, a Morphologically Rich Language
title_fullStr	A Deep Level Tagger for Malayalam, a Morphologically Rich Language
title_full_unstemmed	A Deep Level Tagger for Malayalam, a Morphologically Rich Language
title_sort	deep level tagger for malayalam, a morphologically rich language
publisher	De Gruyter
publishDate	2020
url	https://doaj.org/article/f61e744ccf2e40b39a6d767b95fb0e60
work_keys_str_mv	AT ajeesap adeepleveltaggerformalayalamamorphologicallyrichlanguage AT abrarkj adeepleveltaggerformalayalamamorphologicallyrichlanguage AT sumammaryidicula adeepleveltaggerformalayalamamorphologicallyrichlanguage AT sreenathanm adeepleveltaggerformalayalamamorphologicallyrichlanguage AT ajeesap deepleveltaggerformalayalamamorphologicallyrichlanguage AT abrarkj deepleveltaggerformalayalamamorphologicallyrichlanguage AT sumammaryidicula deepleveltaggerformalayalamamorphologicallyrichlanguage AT sreenathanm deepleveltaggerformalayalamamorphologicallyrichlanguage
_version_	1718371656868560896

A Deep Level Tagger for Malayalam, a Morphologically Rich Language

Ejemplares similares