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<?xml version="1.0" standalone="yes"?> <Paper uid="P03-1015"> <Title>Combining Deep and Shallow Approaches in Parsing German</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> The paper describes two parsing schemes: a shallow approach based on machine learning and a cascaded finite-state parser with a hand-crafted grammar. It discusses several ways to combine them and presents evaluation results for the two individual approaches and their combination. An underspecification scheme for the output of the finite-state parser is introduced and shown to improve performance.</Paragraph> </Section> class="xml-element"></Paper>