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<?xml version="1.0" standalone="yes"?> <Paper uid="W05-0829"> <Title>Competitive Grouping in Integrated Phrase Segmentation and Alignment Model</Title> <Section position="2" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> This article describes the competitive grouping algorithm at the core of our Integrated Segmentation and Alignment (ISA) model. ISA extracts phrase pairs from a bilingual corpus without requiring the pre-calculated word alignment as many other phrase alignment models do. Experiments conducted within the WPT-05 shared task on statistical machine translation demonstrate the simplicity and effectiveness of this approach.</Paragraph> </Section> class="xml-element"></Paper>