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This paper describes the open-source Syntax Augmented Machine Translation (SAMT) 1on Hadoop toolkit—an end-to-end grammar based machine statistical machine translation framework running on the Hadoop implementation of the MapReduce programming model. We present the underlying method- ology of the SAMT approach with detailed instructions that describe how to use the toolkit to build grammar based systems for large scale translation tasks.

Grammar based statistical MT on Hadoop: An end-to-end toolkit for large scale PSCFG based MT