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This paper describes a factored approach to incorporating soft source syntactic constraints into a hierarchical phrase-based translation system. In contrast to traditional approaches that directly introduce syntactic constraints to translation …...

Long distance reordering remains one of the greatest challenges in statistical ma- chine translation research as the key con- textual information may well be beyond the confine of translation units. …...