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<?xml version="1.0" standalone="yes"?> <Paper uid="A00-2030"> <Title>A Novel Use of Statistical Parsing to Extract Information from Text</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> Since 1995, a few statistical parsing algorithms have demonstrated a breakthrough in parsing accuracy, as measured against the UPenn TREEBANK as a gold standard. In this paper we report adapting a lexicalized, probabilistic context-free parser to information extraction and evaluate this new technique on MUC-7 template elements and template relations.</Paragraph> </Section> class="xml-element"></Paper>