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<?xml version="1.0" standalone="yes"?> <Paper uid="W04-2405"> <Title>Co-training and Self-training for Word Sense Disambiguation</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> This paper investigates the application of co-training and self-training to word sense disambiguation. Optimal and empirical parameter selection methods for co-training and self-training are investigated, with various degrees of error reduction. A new method that combines co-training with majority voting is introduced, with the effect of smoothing the bootstrapping learning curves, and improving the average performance. null</Paragraph> </Section> class="xml-element"></Paper>