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<?xml version="1.0" standalone="yes"?> <Paper uid="P03-1039"> <Title>Chunk-based Statistical Translation</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> This paper describes an alternative translation model based on a text chunk under the framework of statistical machine translation. The translation model suggested here first performs chunking. Then, each word in a chunk is translated. Finally, translated chunks are reordered.</Paragraph> <Paragraph position="1"> Under this scenario of translation modeling, we have experimented on a broad-coverage Japanese-English traveling corpus and achieved improved performance.</Paragraph> </Section> class="xml-element"></Paper>