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Machine Translation from English to Tamil using Hybrid Technique

by Lakshmana Pandian S, Kumanan Kadhirvelu
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 46 - Number 16
Year of Publication: 2012
Authors: Lakshmana Pandian S, Kumanan Kadhirvelu
10.5120/6997-9596

Lakshmana Pandian S, Kumanan Kadhirvelu . Machine Translation from English to Tamil using Hybrid Technique. International Journal of Computer Applications. 46, 16 ( May 2012), 36-42. DOI=10.5120/6997-9596

@article{ 10.5120/6997-9596,
author = { Lakshmana Pandian S, Kumanan Kadhirvelu },
title = { Machine Translation from English to Tamil using Hybrid Technique },
journal = { International Journal of Computer Applications },
issue_date = { May 2012 },
volume = { 46 },
number = { 16 },
month = { May },
year = { 2012 },
issn = { 0975-8887 },
pages = { 36-42 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume46/number16/6997-9596/ },
doi = { 10.5120/6997-9596 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:39:57.180687+05:30
%A Lakshmana Pandian S
%A Kumanan Kadhirvelu
%T Machine Translation from English to Tamil using Hybrid Technique
%J International Journal of Computer Applications
%@ 0975-8887
%V 46
%N 16
%P 36-42
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The corpus based techniques in Machine Translation involves parallel corpora, but it is not applicable for the languages for which there are less or no parallel corpora available. In such case the Rule based machine Translation suits best. The main objective of our work is to build a translation system that translates English sentences to Tamil Sentences. Due to the less availability of parallel corpora for English to Tamil the system is implemented using a Hybrid Technique (the combination of both Rule Based Technique and Statistical Technique). The system is first implemented in a Rule Based approach which involves segmentation and tagging, Rule Based Reordering, Morphological Analyzing, and dictionary based translation to the Target language. Then the errors in the translated sentences are corrected by applying Statistical technique.

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Index Terms

Computer Science
Information Sciences

Keywords

Segmentation And Tagging Rule Based Reordering Chunking Morphological Analyzer

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