Mechanisms for dynamically changing initiative in human-computer collaborative discourse

In this paper, we examine three inter-related efficiency-improving dialogue behaviors: automatic dialogue initiative setting, negotiation for conflict resolution, and summaries for plan recognition assistance. We show how to incorporate these behaviors in a task-oriented human-computer dialogue system, and we evaluate these mechanisms both analytically and via computer-computer dialogue simulation.