ANALYSIS ON BILINGUAL MACHINE TRANSLATION SYSTEMS FOR ENGLISH AND TAMIL

被引：0

作者：

Sangavi, G. ^{[1
]}

Mrinalini, K. ^{[1
]}

Vijayalakshmi, P. ^{[1
]}

机构：

[1] SSN Coll Engn, Dept Elect & Commun Engn, Madras, Tamil Nadu, India

来源：

2016 INTERNATIONAL CONFERENCE ON COMPUTATION OF POWER, ENERGY INFORMATION AND COMMUNICATION (ICCPEIC) | 2016年

关键词：

Statistical machine translation; IBM models; BLEU score;

D O I：

暂无

中图分类号：

TE [石油、天然气工业]; TK [能源与动力工程];

学科分类号：

0807 ; 0820 ;

摘要：

Language in any form is the fundamental requirement to communicate and interact within the human society. In this globalization era, we interact with people from different regions and linguistic backgrounds as per our interest in social, cultural, economical, educational and professional domain. It is quite tough, rather impossible to know all the languages. Thus we need a computerized approach to convert one natural language to another as per the necessity. In this paper, we discuss statistical machine translation for the languages Tamil and English limited to travel domain. The system aims to translate from English to Tamil and vice versa. GIZA++ tool is used for training the statistical models. The performance of the system is analyzed based on various performance metrics like BLEU score and TER.

引用

页码：245 / 250

页数：6

共 50 条

[1] Bilingual Translation System for Weather Report (For English and Tamil)
Saraswathi, S.
Anusiya, M.
Kanivadhana, P.
Sathiya, S.
ADVANCES IN COMPUTING AND COMMUNICATIONS, PT 4, 2011, 193 : 155 - 164
[2] Neural machine translation for Tamil to English
Jain, Minni
Punia, Ravneet
Hooda, Ishika
JOURNAL OF STATISTICS AND MANAGEMENT SYSTEMS, 2020, 23 (07) : 1251 - 1264
[3] A Bilingual Machine Translation System: English & Bengali
Adak, Chandranath
2014 FIRST INTERNATIONAL CONFERENCE ON AUTOMATION, CONTROL, ENERGY & SYSTEMS (ACES-14), 2014, : 271 - 274
[4] Factored Statistical Machine Translation System for English to Tamil Language
Anand, Kumar M.
Dhanalakshmi
Soman, K. P.
Rajendran, S.
PERTANIKA JOURNAL OF SOCIAL SCIENCE AND HUMANITIES, 2014, 22 (04): : 1045 - 1061
[5] A Synchronised Tree Adjoining Grammar for English to Tamil Machine Translation
Menon, Vijay Krishna
Rajendran, S.
Soman, K. P.
2015 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI), 2015, : 1497 - 1501
[6] English to Tamil Statistical Machine Translation and Alignment Using HMM
Vetrivel, S.
Baby, Diana
RECENT ADVANCES IN NETWORKING, VLSI AND SIGNAL PROCESSING, 2010, : 182 - +
[7] Rule Based Machine Translation System from English to Tamil
Kasthuri, M.
Kumar, S. Britto Ramesh
2014 WORLD CONGRESS ON COMPUTING AND COMMUNICATION TECHNOLOGIES (WCCCT 2014), 2014, : 158 - +
[8] Building an English-Vietnamese Bilingual Corpus for Machine Translation
Quoc Hung Ngo
Winiwarter, Werner
2012 INTERNATIONAL CONFERENCE ON ASIAN LANGUAGE PROCESSING (IALP 2012), 2012, : 157 - 160
[9] English to Tamil machine translation system using universal networking language
Sridhar, Rajeswari
Sethuraman, Pavithra
Krishnakumar, Kashyap
SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES, 2016, 41 (06): : 607 - 620
[10] English to Tamil machine translation system using universal networking language
Rajeswari Sridhar
Pavithra Sethuraman
Kashyap Krishnakumar
Sādhanā, 2016, 41 : 607 - 620

← 1 2 3 4 5 →