Machine Translation In Indian Languages
Deepti Chopra1 , Nisheeth Joshi2 , Iti Mathur3
Section:Research Paper, Product Type: Journal Paper
Volume-6 ,
Issue-8 , Page no. 863-868, Aug-2018
CrossRef-DOI: https://doi.org/10.26438/ijcse/v6i8.863868
Online published on Aug 31, 2018
Copyright © Deepti Chopra, Nisheeth Joshi, Iti Mathur . 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: Deepti Chopra, Nisheeth Joshi, Iti Mathur, “Machine Translation In Indian Languages,” International Journal of Computer Sciences and Engineering, Vol.6, Issue.8, pp.863-868, 2018.
MLA Style Citation: Deepti Chopra, Nisheeth Joshi, Iti Mathur "Machine Translation In Indian Languages." International Journal of Computer Sciences and Engineering 6.8 (2018): 863-868.
APA Style Citation: Deepti Chopra, Nisheeth Joshi, Iti Mathur, (2018). Machine Translation In Indian Languages. International Journal of Computer Sciences and Engineering, 6(8), 863-868.
BibTex Style Citation:
@article{Chopra_2018,
author = {Deepti Chopra, Nisheeth Joshi, Iti Mathur},
title = {Machine Translation In Indian Languages},
journal = {International Journal of Computer Sciences and Engineering},
issue_date = {8 2018},
volume = {6},
Issue = {8},
month = {8},
year = {2018},
issn = {2347-2693},
pages = {863-868},
url = {https://www.ijcseonline.org/full_paper_view.php?paper_id=2786},
doi = {https://doi.org/10.26438/ijcse/v6i8.863868}
publisher = {IJCSE, Indore, INDIA},
}
RIS Style Citation:
TY - JOUR
DO = {https://doi.org/10.26438/ijcse/v6i8.863868}
UR - https://www.ijcseonline.org/full_paper_view.php?paper_id=2786
TI - Machine Translation In Indian Languages
T2 - International Journal of Computer Sciences and Engineering
AU - Deepti Chopra, Nisheeth Joshi, Iti Mathur
PY - 2018
DA - 2018/08/31
PB - IJCSE, Indore, INDIA
SP - 863-868
IS - 8
VL - 6
SN - 2347-2693
ER -
VIEWS | XML | |
496 | 327 downloads | 177 downloads |
Abstract
Machine Translation (MT) is one of the tasks of Natural Language Processing. It can be used by intellectuals to attain information from the documents written in different languages. In the following paper, we have discussed problems faced in MT in Indian languages, various approaches of MT, limitations of some of the current existing MT Systems and the work that has been done till now in MT in Indian language perspective. We have also discussed performance metrics that are used for evaluation of MT System.
Key-Words / Index Term
Machine Translation, Rule Based Approach, Example Based Approach
References
[1]. Sinha, R. M. K., and A. Jain. "AnglaHindi: an English to Hindi machine-aided translation system." MT Summit IX, New Orleans, USA (2003): 494-497.
[2] Ramanathan, Ananthakrishnan, et al. "Simple Syntactic and Morphological Processing Can Help English-Hindi Statistical Machine Translation." IJCNLP. 2008.
[3]. Sinha, R. Mahesh K., and Anil Thakur. "Machine translation of bi-lingual Hindi-English (hinglish) text." 10th Machine Translation Summit (MT Summit X), Phuket, Thailand (2005): 149-156.
[4]. Ambati, Vamshi, and U. Rohini. "A hybrid approach to example-based machine translation for Indian languages." Proceedings ICON (2007).
[5] Soni A et al. (2013) “Exploring Verb Frames for Sentence Simplification in Hindi” In Proceedings of International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-18 October (2013), pp-1082-1086
[6] Goyal, Vishal, and Gurpreet Singh Lehal. "Evaluation of Hindi to Punjabi machine translation system." arXiv preprint arXiv:0910.1868 (2009).
[7]. Josan, Gurpreet Singh, and Gurpreet Singh Lehal. "A Punjabi to Hindi machine translation system." 22nd International Conference on Computational Linguistics: Demonstration Papers. Association for Computational Linguistics, 2008
[8] Rama, Taraka, and Karthik Gali. "Modeling machine transliteration as a phrase-based statistical machine translation problem." Proceedings of 2009 Named Entities Workshop: Shared Task on Transliteration. Association for Computational Linguistics, 2009.
[9] Poornima, C., et al. "Rule based sentence simplification for English to Tamil machine translation system." International Journal of Computer Applications 25.8 (2011): 38-42.
[10] Germann, Ulrich. "Building a statistical machine translation system from scratch: how much bang for the buck can we expect?." Proceedings of the workshop on Data-driven methods in machine translation-Volume 14. Association for Computational Linguistics, 2001.
[11]. Islam, Md Zahurul, Jörg Tiedemann, and Andreas Eisele."English to Bangla phrase-based machine translation."Proceedings of the 14th Annual conference of the European Association for Machine Translation (2010).
[12]. Joshi, Nisheeth, Hemant Darbari, and Iti Mathur. "Human and Automatic Evaluation of English to Hindi Machine Translation Systems."Advances in Computer Science, Engineering & Applications. Springer Berlin Heidelberg, 2012. 423-432.