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<?xml version="1.0" standalone="yes"?> <Paper uid="W06-0116"> <Title>Chinese Named Entity Recognition with Conditional Random Fields</Title> <Section position="8" start_page="120" end_page="120" type="concl"> <SectionTitle> 6 Conclusion </SectionTitle> <Paragraph position="0"> This paper presented our Named Entity Recognition system for the close track of Bakeoff2006.</Paragraph> <Paragraph position="1"> Our approach was based on Conditional Random Fields model. Except basic features, we defined the additional features by doing statistics in training corpus. In addition, we performed a post-processing according to n-best results generated by the CRFs model. The evaluation results showed that our system achieved state-of-the-art performance on all three corpora in the close track.</Paragraph> </Section> class="xml-element"></Paper>