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<?xml version="1.0" standalone="yes"?> <Paper uid="W02-2001"> <Title>Extracting the Unextractable: A Case Study on Verb-particles</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> This paper proposes a series of techniques for extracting English verb{particle constructions from raw text corpora. We initially propose three basic methods, based on tagger output, chunker output and a chunk grammar, respectively, with the chunk grammar method optionally combining with an attachment resolution module to determine the syntactic structure of verb{preposition pairs in ambiguous constructs. We then combine the three methods together into a single classifler, and add in a number of extra lexical and frequentistic features, producing a flnal F-score of 0.865 over the WSJ.</Paragraph> </Section> class="xml-element"></Paper>