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<?xml version="1.0" standalone="yes"?> <Paper uid="W06-1807"> <Title>Merging Stories with Shallow Semantics</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> We demonstrate a proof-of-concept system that uses a shallow chunking-based technique for knowledge extraction from natural language text, in particular looking at the task of story understanding. This technique is extended with a reasoning engine that borrows techniques from dynamic ontology refinement to discover the semantic similarity of stories and to merge them together.</Paragraph> </Section> class="xml-element"></Paper>