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<?xml version="1.0" standalone="yes"?> <Paper uid="W05-0814"> <Title>ISI's Participation in the Romanian-English Alignment Task</Title> <Section position="2" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> We discuss results on the shared task of Romanian-English word alignment. The baseline technique is that of symmetrizing two word alignments automatically generated using IBM Model 4. A simple vocabulary reduction technique results in an improvement in performance. We also report on a new alignment model and a new training algorithm based on alternating maximization of likelihood with minimization of error rate.</Paragraph> </Section> class="xml-element"></Paper>