Dialogue Structure Annotation for Multi-Floor Interaction (bibtex)
by Traum, David, Henry, Cassidy, Lukin, Stephanie, Artstein, Ron, Gervitz, Felix, Pollard, Kim, Bonial, Claire, Lei, Su, Voss, Clare R., Marge, Matthew, Hayes, Cory J. and Hill, Susan G.
Abstract:
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.
Reference:
Dialogue Structure Annotation for Multi-Floor Interaction (Traum, David, Henry, Cassidy, Lukin, Stephanie, Artstein, Ron, Gervitz, Felix, Pollard, Kim, Bonial, Claire, Lei, Su, Voss, Clare R., Marge, Matthew, Hayes, Cory J. and Hill, Susan G.), In Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018), ELRA, 2018.
Bibtex Entry:
@inproceedings{traum_dialogue_2018,
	address = {Miyazaki, Japan},
	title = {Dialogue {Structure} {Annotation} for {Multi}-{Floor} {Interaction}},
	isbn = {979-10-95546-00-9},
	url = {http://www.lrec-conf.org/proceedings/lrec2018/summaries/672.html},
	abstract = {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.},
	booktitle = {Proceedings of the {Eleventh} {International} {Conference} on {Language} {Resources} and {Evaluation} ({LREC} 2018)},
	publisher = {ELRA},
	author = {Traum, David and Henry, Cassidy and Lukin, Stephanie and Artstein, Ron and Gervitz, Felix and Pollard, Kim and Bonial, Claire and Lei, Su and Voss, Clare R. and Marge, Matthew and Hayes, Cory J. and Hill, Susan G.},
	month = may,
	year = {2018},
	keywords = {Virtual Humans, UARC, ARL, DoD},
	pages = {104--111}
}
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