Publication Type:

Journal Article

Source:

International Journal of Science and Research (IJSR) , Volume 3, Issue 6 (2014)

URL:

http://www.ijsr.net/archive/v3i6/MDIwMTQ3OTY%3D.pdf

Keywords:

BLEU, Decoding, Evaluating, Language modeling, SMT, Translation Modeling

Abstract:

The field of machine translation has recently been energized by the emergence of statistical techniques. Development of a Machine Translation (MT) system for any two natural languages is a challenging task. This paper presents the impact of Mathematics (Statistics) on Statistical Machine Translation for English to Kannada Language. MT has its own approach to process the Corpus data for translation, whereas the whole approach of SMT is built on Statistical rules rather than linguistically motivated rules. It provides the
necessary grounding in linguistics and probabilities

Cite this Research Publication

S. Kumar K. M. and C., C., “A Comprehensive Study of Statistical Machine Translation for English to Kannada Language”, International Journal of Science and Research (IJSR) , vol. 3, no. 6, 2014.

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