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<?xml version="1.0" standalone="yes"?> <Paper uid="C02-1041"> <Title>Automatic Semantic Grouping in a Spoken Language User Interface Toolkit</Title> <Section position="8" start_page="0" end_page="0" type="concl"> <SectionTitle> 6 Conclusions and Future Work </SectionTitle> <Paragraph position="0"> In this paper we propose semantic grouping as a way to solve the problem of manipulating semantic frames in developing a general Spoken Language User Interface Toolkit (SLUITK). We introduced three methods for grouping semantic frames generated by the NLP components of the toolkit. We tested the methods and discussed the advantages and disadvantages of each method. Since the judgment of the grouping result is application dependent, the methods co-exist in our SLUITK to suit the requirement of different applications.</Paragraph> <Paragraph position="1"> Future work includes improving the efficiency and accuracy of the methods and testing them on a larger corpus.</Paragraph> </Section> class="xml-element"></Paper>