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<?xml version="1.0" standalone="yes"?> <Paper uid="A00-1024"> <Title>Categorizing Unknown Words: Using Decision Trees to Identify Names and Misspellings</Title> <Section position="8" start_page="177" end_page="177" type="concl"> <SectionTitle> 7 Conclusion </SectionTitle> <Paragraph position="0"> In this paper we have introduced an unknown word eategorizer that can identify misspellings and names.</Paragraph> <Paragraph position="1"> The unknown word categorizer consists of individual components, each of which specialize in identifying a particular class of unknown word. The two existing components are implemented as decision trees. The system provides encouraging results when evaluated against a particularly challenging domain: transcripts from live closed captions.</Paragraph> </Section> class="xml-element"></Paper>