Improving the Quality of Gujarati-Hindi Machine Translation through Part-of-Speech Tagging and Stemmer Assisted Transliteration
Juhi Ameta, Nisheeth Joshi, Iti Mathur · International Journal on Natural Language Computing · 2013
Machine Translation for Indian languages is an emerging research area.Transliteration is one such module that we design while designing a translation system.Transliteration means mapping of source language text into the target language.Simple mapping decreases the efficiency of overall translation system.We propose the use of stemming and part-of-speech tagging for transliteration.The effectiveness of translation can be improved if we use part-of-speech tagging and stemming assisted transliteration.We have shown that much of the content in Gujarati gets transliterated while being processed for translation to Hindi language.