Open Access   Article Go Back

The Role of Morphological Analyzer and Generator for Tamil Language in Machine Translation Systems

S. Ananthi1 , D.V.R. Angela2

Section:Survey Paper, Product Type: Journal Paper
Volume-2 , Issue-5 , Page no. 107-111, May-2014

Online published on May 31, 2014

Copyright © S. Ananthi , D.V.R. Angela . This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

View this paper at   Google Scholar | DPI Digital Library

How to Cite this Paper

  • IEEE Citation
  • MLA Citation
  • APA Citation
  • BibTex Citation
  • RIS Citation

IEEE Style Citation: S. Ananthi , D.V.R. Angela , “The Role of Morphological Analyzer and Generator for Tamil Language in Machine Translation Systems,” International Journal of Computer Sciences and Engineering, Vol.2, Issue.5, pp.107-111, 2014.

MLA Style Citation: S. Ananthi , D.V.R. Angela "The Role of Morphological Analyzer and Generator for Tamil Language in Machine Translation Systems." International Journal of Computer Sciences and Engineering 2.5 (2014): 107-111.

APA Style Citation: S. Ananthi , D.V.R. Angela , (2014). The Role of Morphological Analyzer and Generator for Tamil Language in Machine Translation Systems. International Journal of Computer Sciences and Engineering, 2(5), 107-111.

BibTex Style Citation:
@article{Ananthi_2014,
author = {S. Ananthi , D.V.R. Angela },
title = {The Role of Morphological Analyzer and Generator for Tamil Language in Machine Translation Systems},
journal = {International Journal of Computer Sciences and Engineering},
issue_date = {5 2014},
volume = {2},
Issue = {5},
month = {5},
year = {2014},
issn = {2347-2693},
pages = {107-111},
url = {https://www.ijcseonline.org/full_paper_view.php?paper_id=168},
publisher = {IJCSE, Indore, INDIA},
}

RIS Style Citation:
TY - JOUR
UR - https://www.ijcseonline.org/full_paper_view.php?paper_id=168
TI - The Role of Morphological Analyzer and Generator for Tamil Language in Machine Translation Systems
T2 - International Journal of Computer Sciences and Engineering
AU - S. Ananthi , D.V.R. Angela
PY - 2014
DA - 2014/05/31
PB - IJCSE, Indore, INDIA
SP - 107-111
IS - 5
VL - 2
SN - 2347-2693
ER -

VIEWS PDF XML
3638 3409 downloads 3533 downloads
  
  
           

Abstract

Natural language processing aims to design and build software that will analyze, understand and generate languages that humans use naturally. Machine translation is a very important application in Natural language processing (NLP).Currently, Statistical machine translation plays a predominant role in machine translation of larger vocabulary tasks. Achieving this goal is not an easy task especially when it comes to languages like Tamil which are agglutinative in nature. Deep analysis is needed at the word level to confine the correct meaning of the word from its morphemes and categories.The computational implementation of analysing natural language is done by Morphological analyzer.This paper is a ground work for better understanding of various approaches that are used to develop morphological analyzer and generator of Tamil languages.

Key-Words / Index Term

Natural language processing(NLP), Morphology, Morpheme, Support vector machine(SVM), Automata theory. Agglutinative languages

References

[1] Raji Sukumar. A, Dr. Babu Anto , �Morphological Synthesizer a Linguistic Tool for Malayalam verbs�,International journal Computational Linguistics and Natural Language Processing.Volume-02,Issue-.53,ISSN2279-0756 Page no(346-349),May 2013
[2] Antony, P. J., and K. P. Soman. "Computational morphology and natural language parsing for Indian languages: a literature survey." International journal Computer Science Engineering Technology� Volume-03,Issue-04, ISSN : 2229- 3345 ,Page no(136-146 ),April 2012
[3] Parameshwari K, �An Implementation of APERTIUM Morphological Analyzer and Generator for Tamil�, Language in India. 11:5 Special Volume:Problems of Parsing in Indian Languages, May 2011.
[4] Menaka, S., Vijay Sundar Ram, and Sobha Lalitha Devi. "Morphological Generator for Tamil." Proceedings of the Knowledge Sharing event on Morphological Analysers and Generators, LDC-IL, Mysore, India ,Page no (82- 96),March 22-23, 2010
[5] Parameswari K, �An Improvized Morphological Analyzer cum Generator for Tamil: A case of implementing the open source platform APERTIUM�, Knowledge Sharing Event 1 � CIIL, Mysore, March 2010.
[6] M.Anand Kumar, V.Dhanalakshmi and Dr. K P Soman, �A Novel Algorithm for Tamil Morphological Generator�, 8th International Conference on Natural Language processing (ICON),IIT Kharagpur, December 8-11,2010.
[7] Anand Kumar M, Dhanalakshmi V, Soman K.P and Rajendran S, �A Sequence Labeling Approach to Morphological Analyzer forTamil Language�, (IJCSE) International Journal on Computer Science and Engineering Volume 02,Issue No. 06, Page no(2201-2208),2010.
[8] Dr. A.G. Menon, S. Saravanan, R. Loganathan Dr. K. Soman,, �Amrita Morph Analyzer and Generator for Tamil: A Rule Based Approach�,In proceeding of Tamil Internet Conference, Coimbatore, India.Page no(239-243),2009.
[9] Jayan, Jisha P., R. R. Rajeev, and S. Rajendran. "Morphological Analyser for Malayalam-A Comparison of Different Approaches." International journal of computer science and Information technologies(ICSIT),Volume02,Issue-02, Page no( 155-160),2009
[10] Saranya S.K, �Morphological Analyzer for Malayalam Verbs, A Project report. www.pdfcreat.com/computer-malayalam-0.html 2008.
[11] Choudhary and Narayan Kumar, �Developing a Computational Framework for the Verb Morphology of Great Andamanese�, Doctoral dissertation, Centrefor Linguistics, Jawaharlal Nehru University, New Delhi, India 2006.
[12] Hughes,John� Automatically Acquiring a Classification of Words�, Doctoral dissertation ,
School of Computing,University of Leeds ,2006.
[13] Pesetsky, D.�Russian Morphology and Lexical Theory�, Manuscript, MIT11.1979, Siegel, Dorothy Carla,Topics in English morphology, Doctoral dissertation,Massachusetts Institute of Technology.1974