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<?xml version="1.0" standalone="yes"?> <Paper uid="W03-0425"> <Title>Named Entity Recognition through Classifier Combination</Title> <Section position="7" start_page="0" end_page="0" type="concl"> <SectionTitle> 5 Conclusion </SectionTitle> <Paragraph position="0"> In conclusion, we have shown results on a set of both well-established and novel classifier techniques which improve the overall performance, when compared with the best performing classifier, by 17-21% on the English task. For the German task, the improvement yielded by classifier combination is smaller. As a machine learning method, the RRM algorithm seems especially suited to handle additional feature streams, and therefore is a good candidate for classifier combination.</Paragraph> </Section> class="xml-element"></Paper>