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Recurrence Quantification Models Of Human Conversational Grounding Processes: Informing Natural Language Human-Computer Interaction, Clayton D. Rothwell

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Human-human communication is a coordinated dance (Clark, 1996) that requires each participant to consider the other participants. The majority of this coordination centers on the conversational grounding process that develops and maintains the common ground, or shared understanding between the individuals (Clark and Schaefer, 1989). Conversational grounding is also a crucial process for human-computer interaction using language-based methods, such as spoken dialogue systems. Previous work has tied grounding processes to the performance outcomes in collaborative tasks (Reitter and Moore, 2014; Gergle et al., 2013, 2004; Clark and Krych, 2004), making it a high priority for increasing capabilities of spoken dialogue …