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<?xml version="1.0" standalone="yes"?> <Paper uid="H93-1053"> <Title>Augmenting Lexicons Automatically: Clustering Semantically Related Adjectives</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> ABSTRACT </SectionTitle> <Paragraph position="0"> Our work focuses on identifying various types of lexical data in large corpora through statistical analysis. In this paper, we present a method for grouping adjectives according to their meaning, as a step towards the automatic identification of adjectival scales. We describe how our system exploits two sources of linguistic knowledge in a corpus to compute a measure of similarity between two adjectives, using statistical techniques and a clustering algorithm for grouping. We evaluate the significance of the results produced by our system for a sample set of adjecfives. null</Paragraph> </Section> class="xml-element"></Paper>