A Comprehensive Study of Statistical Machine Translation for English to Kannada Language

Chitra C, Shiva Kumar K M

Abstract: the eld 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.

Keywords: SMT, Translation Modeling, Evaluating, Language Modeling, Decoding, BLEU

How to Cite?: Chitra C, Shiva Kumar K M, "A Comprehensive Study of Statistical Machine Translation for English to Kannada Language", Volume 3 Issue 6, June 2014, International Journal of Science and Research (IJSR), Pages: 2364-2367, https://www.ijsr.net/getabstract.php?paperid=2014796, DOI: https://dx.doi.org/10.21275/2014796