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<?xml version="1.0" standalone="yes"?> <Paper uid="E06-1024"> <Title>Keeping the initiative: an empirically-motivated approach to predicting user-initiated dialogue contributions in HCI</Title> <Section position="2" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> In this paper, we address the problem of reducing the unpredictability of user-initiated dialogue contributions in human-computer interaction without explicitly restricting the user's interactive possibilities. We demonstrate that it is possible to identify conditions under which particular classes of user-initiated contributions will occur and discuss consequences for dialogue system design.</Paragraph> </Section> class="xml-element"></Paper>