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<?xml version="1.0" standalone="yes"?> <Paper uid="P05-2012"> <Title>Phrase Linguistic Classification and Generalization for Improving Statistical Machine Translation</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> In this paper a method to incorporate linguistic information regarding single-word and compound verbs is proposed, as a first step towards an SMT model based on linguistically-classified phrases. By substituting these verb structures by the base form of the head verb, we achieve a better statistical word alignment performance, and are able to better estimate the translation model and generalize to unseen verb forms during translation. Preliminary experiments for the English - Spanish language pair are performed, and future research lines are detailed.</Paragraph> </Section> class="xml-element"></Paper>