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<?xml version="1.0" standalone="yes"?> <Paper uid="M98-1006"> <Title>Using Collocation Statistics in Information Extraction</Title> <Section position="5" start_page="9" end_page="9" type="concl"> <SectionTitle> CONCLUSIONS </SectionTitle> <Paragraph position="0"> The use of collocational statistics greatly improved the performance of our named entity recognition system. Although collocation-based Word Sense Disambiguation lead only to a small improvement in coreference recognition, the di#0Berence is nonetheless statistically signi#0Ccant.</Paragraph> </Section> class="xml-element"></Paper>