Incremental Decoding for Phrase-Based Statistical Machine Translation
Baskaran Sankaran, Ajeet Grewal, Anoop Sarkar · 2010
In this paper we focus on the incremental decoding for a statistical phrase-based ma-chine translation system. In incremental decoding, translations are generated incre-mentally for every word typed by a user, instead of waiting for the entire sentence as input. We introduce a novel modifi-cation to the beam-search decoding algo-rithm for phrase-based MT to address this issue, aimed at efficient computation of fu-ture costs and avoiding search errors. Our objective is to do a faster translation dur-ing incremental decoding without signifi-cant reduction in the translation quality. 1