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<?xml version="1.0" standalone="yes"?> <Paper uid="P02-1046"> <Title>Bootstrapping</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> This paper refines the analysis of cotraining, defines and evaluates a new co-training algorithm that has theoretical justification, gives a theoretical justification for the Yarowsky algorithm, and shows that co-training and the Yarowsky algorithm are based on different independence assumptions.</Paragraph> </Section> class="xml-element"></Paper>