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<?xml version="1.0" standalone="yes"?> <Paper uid="E06-1006"> <Title>Phrase-Based Backoff Models for Machine Translation of Highly Inflected Languages</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> We propose a backoff model for phrase-based machine translation that translates unseen word forms in foreign-language text by hierarchical morphological abstractions at the word and the phrase level. The model is evaluated on the Europarl corpus for German-English and Finnish-English translation and shows improvements over state-of-the-art phrase-based models.</Paragraph> </Section> class="xml-element"></Paper>