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<?xml version="1.0" standalone="yes"?> <Paper uid="E99-1016"> <Title>Cascaded Markov Models</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> This paper presents a new approach to partial parsing of context-free structures.</Paragraph> <Paragraph position="1"> The approach is based on Markov Models. Each layer of the resulting structure is represented by its own Markov Model, and output of a lower layer is passed as input to the next higher layer. An empirical evaluation of the method yields very good results for NP/PP chunking of German newspaper texts.</Paragraph> </Section> class="xml-element"></Paper>