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<?xml version="1.0" standalone="yes"?> <Paper uid="A97-1029"> <Title>Nymble: a High-Performance Learning Name-finder</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> This paper presents a statistical, learned approach to finding names and other non-recursive entities in text (as per the MUC-6 definition of the NE task), using a variant of the standard hidden Markov model. We present our justification for the problem and our approach, a detailed discussion of the model itself and finally the successful results of this new approach.</Paragraph> </Section> class="xml-element"></Paper>