Dialogue Structure Annotation for Multi-Floor Interaction
David R. Traum, Cassidy Henry, Stephanie M. Lukin, Ron Artstein, Felix Gervits, Kimberly A. Pollard, Claire Bonial, Lei Su, Clare R. Voss, Matthew Marge, Cory J. Hayes, Susan G. Hill · 2018
We present an annotation scheme for meso-level dialogue structure, specifically designed for multi-floor dialogue.The scheme includes a transaction unit that clusters utterances from multiple participants and floors into units according to realization of an initiator's intent, and relations between individual utterances within the unit.We apply this scheme to annotate a corpus of multi-floor human-robot interaction dialogues.We examine the patterns of structure observed in these dialogues and present inter-annotator statistics and relative frequencies of types of relations and transaction units.Finally, some example applications of these annotations are introduced.