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<?xml version="1.0" standalone="yes"?> <Paper uid="P03-1017"> <Title>Constructing Semantic Space Models from Parsed Corpora</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> Traditional vector-based models use word co-occurrence counts from large corpora to represent lexical meaning. In this paper we present a novel approach for constructing semantic spaces that takes syntactic relations into account. We introduce a formalisation for this class of models and evaluate their adequacy on two modelling tasks: semantic priming and automatic discrimination of lexical relations.</Paragraph> </Section> class="xml-element"></Paper>