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<?xml version="1.0" standalone="yes"?> <Paper uid="N03-2034"> <Title>Building lexical semantic representations for Natural Language instructions</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> We report on our work to automatically build a corpus of instructional text annotated with lexical semantics information. We have coupled the parser LCFLEX with a lexicon and ontology derived from two lexical resources, VerbNet for verbs and CoreLex for nouns. We discuss how we built our lexicon and ontology, and the parsing results we obtained.</Paragraph> </Section> class="xml-element"></Paper>