Title :
Subjective and objective evaluation of English to Urdu Machine translation
Author :
Gupta, V. ; Joshi, Niranjan ; Mathur, Iti
Author_Institution :
Apaji Inst., Banasthali Univ., Jaipur, India
Abstract :
Machine translation is research based area where evaluation is very important phenomenon for checking the quality of MT output. The work is based on the evaluation of English to Urdu Machine translation. In this research work we have evaluated the translation quality of Urdu language which has been translated by using different Machine Translation systems like Google, Babylon and Ijunoon. The evaluation process is done by using two approaches - Human evaluation and Automatic evaluation. We have worked for both the approaches where in human evaluation emphasis is given to scales and parameters while in automatic evaluation emphasis is given to some automatic metric such as BLEU, GTM, METEOR and ATEC.
Keywords :
language translation; natural language processing; ATEC; BLEU; Babylon; English-Urdu machine translation; GTM; Google; Ijunoon; METEOR; MT output quality; Urdu language translation quality; automatic evaluation; human evaluation; objective evaluation; subjective evaluation; Correlation; Google; Impedance matching; Informatics; NIST; Position measurement; BLEU; GTM; METEOR and ATEC;
Conference_Titel :
Advances in Computing, Communications and Informatics (ICACCI), 2013 International Conference on
Conference_Location :
Mysore
Print_ISBN :
978-1-4799-2432-5
DOI :
10.1109/ICACCI.2013.6637405