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<?xml version="1.0" standalone="yes"?> <Paper uid="N03-3006"> <Title>A low-complexity, broad-coverage probabilistic Dependency Parser for English</Title> <Section position="2" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> Large-scale parsing is still a complex and time-consuming process, often so much that it is infeasible in real-world applications. The parsing system described here addresses this problem by combining finite-state approaches, statistical parsing techniques and engineering knowledge, thus keeping parsing complexity as low as possible at the cost of a slight decrease in performance. The parser is robust and fast and at the same time based on strong linguistic foundations.</Paragraph> </Section> class="xml-element"></Paper>