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<?xml version="1.0" standalone="yes"?> <Paper uid="E06-2007"> <Title>Selecting the &quot;Right&quot; Number of Senses Based on Clustering Criterion Functions</Title> <Section position="5" start_page="113" end_page="113" type="concl"> <SectionTitle> 4 Conclusions </SectionTitle> <Paragraph position="0"> This paper shows how to use clustering criterion functionsasameansofautomaticallyselectingthe number of senses k in an ambiguous word. We have found that PK2, a ratio of the criterion functions for the current and previous value of k, is most effective, although there are many opportunities for future improvements to these techniques.</Paragraph> </Section> class="xml-element"></Paper>