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<?xml version="1.0" standalone="yes"?> <Paper uid="W06-1606"> <Title>SPMT: Statistical Machine Translation with Syntactified Target Language Phrases</Title> <Section position="2" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> We introduce SPMT, a new class of statistical Translation Models that use Syntactified target language Phrases. The SPMT models outperform a state of the art phrase-based baseline model by 2.64 Bleu points on the NIST 2003 Chinese-English test corpus and 0.28 points on a human-based quality metric that ranks translations on a scale from 1 to 5.</Paragraph> </Section> class="xml-element"></Paper>