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<?xml version="1.0" standalone="yes"?> <Paper uid="W04-2803"> <Title>A Little Goes a Long Way: Quick Authoring of Semantic Knowledge Sources for Interpretation</Title> <Section position="7" start_page="0" end_page="0" type="concl"> <SectionTitle> 6 Current Directions </SectionTitle> <Paragraph position="0"> In this paper we have introduced Carmel-Tools, a tool set for quick authoring of semantic knowledge sources.</Paragraph> <Paragraph position="1"> Our evaluation demonstrates that the semantic knowledge sources inferred from examples annotated using Carmel-Tools generalize to novel sentences. We are continuing to work to enhance the ability of Carmel-Tools to learn generalizable knowledge from examples as well as to improve the user friendliness of the interface.</Paragraph> </Section> class="xml-element"></Paper>