Tutorials and User Adaptation in Task Oriented Dialogue (2023)

Abstract: This position paper describes my research interests, spoken dialogue system research, and suggested topics for discussion.

## spoken dialogue system (sds) research multi-modal dialogue systems have the characteristic of being able to convey information that cannot be conveyed through text or speech alone. however, the research on multi-modal dialogue systems is not especially extensive when compared with research on text-or speech-based dialogue systems. additionally, most of the current research on multi-modal dialogue systems focuses on systems that use images @xcite , whereas there is limited research on dialogue robots in physical environments. i believe that the scarcity of large-scale, multi-modal dialogue datasets is one reason for the limited progress in the field. it is anticipated that virtual-, augmented-, or mixed-reality systems will be useful in constructing multi-modal dialogue datasets at a lower cost, thus enabling the development of large multi-modal datasets. consequently, there will be an increase in research on multi-modal dialogue systems, including those involving robots.