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<?xml version="1.0" standalone="yes"?> <Paper uid="E06-1043"> <Title>Automatically Constructing a Lexicon of Verb Phrase Idiomatic Combinations</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> We investigate the lexical and syntactic flexibility of a class of idiomatic expressions. We develop measures that draw on such linguistic properties, and demonstrate that these statistical, corpus-based measures can be successfully used for distinguishing idiomatic combinations from non-idiomatic ones. We also propose a means for automatically determining which syntactic forms a particular idiom can appear in, and hence should be included in its lexical representation.</Paragraph> </Section> class="xml-element"></Paper>