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Language Dependent Features for UNL-Malayalam Deconversion

by Biji Nair, Rajeev R R, Elizabeth Sherly
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 100 - Number 6
Year of Publication: 2014
Authors: Biji Nair, Rajeev R R, Elizabeth Sherly
10.5120/17531-8104

Biji Nair, Rajeev R R, Elizabeth Sherly . Language Dependent Features for UNL-Malayalam Deconversion. International Journal of Computer Applications. 100, 6 ( August 2014), 37-41. DOI=10.5120/17531-8104

@article{ 10.5120/17531-8104,
author = { Biji Nair, Rajeev R R, Elizabeth Sherly },
title = { Language Dependent Features for UNL-Malayalam Deconversion },
journal = { International Journal of Computer Applications },
issue_date = { August 2014 },
volume = { 100 },
number = { 6 },
month = { August },
year = { 2014 },
issn = { 0975-8887 },
pages = { 37-41 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume100/number6/17531-8104/ },
doi = { 10.5120/17531-8104 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:29:48.764707+05:30
%A Biji Nair
%A Rajeev R R
%A Elizabeth Sherly
%T Language Dependent Features for UNL-Malayalam Deconversion
%J International Journal of Computer Applications
%@ 0975-8887
%V 100
%N 6
%P 37-41
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This paper presents a deconverting generator for Malayalam language using Universal Networking Language (UNL) for Machine Translation. UNL being an Interlingua representation, conveyed as directed hyper graph with relations and attributes of source language sentence. A set of Universal Words are generated from the source language with its semantic representation, are mapped to UNL features. The work involves identifying the dependent features like syntactic, semantic and lexical features of target language. UNL Relations, UNL Attributes and Universal Word (UW), which are the building blocks of UNL are identified and mapped to the dependent features of Malayalam. Lexical mapping of UWs to root words of Malayalam was done through UNL-Malayalam Word Dictionary. The deconversion is tested against 100 Malayalam Sentences that has achieved an appreciable F-measure score of 0. 978. .

References
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  7. Nair R. S. , Language in India, www. languageindia. com, ISSN 1930-2940
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Index Terms

Computer Science
Information Sciences

Keywords

Machine Translation Universal Networking Language Malayalam Grammar Codes POS Tagset suffix inflection interlingua F-measure lexeme semantic network.

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