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<?xml version="1.0" standalone="yes"?> <Paper uid="W04-0404"> <Title>Translation by Machine of Complex Nominals: Getting it Right</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> We present a method for compositionally translating noun-noun (NN) compounds, using a word-level bilingual dictionary and syntactic templates for candidate generation, and corpus and dictionary statistics for selection. We propose a support vector learning-based method employing target language corpus and bilingual dictionary data, and evaluate it over a Englisha0 Japanese machine translation task.</Paragraph> <Paragraph position="1"> We show the proposed method to be superior to previous methods and also robust over low-frequency NN compounds.</Paragraph> </Section> class="xml-element"></Paper>