Towards Understanding End-of-trip Instructions in a Taxi Ride Scenario (bibtex)
by Deepthi Karkada, Ramesh Manuvinakurike, Kallirroi Georgila
Abstract:
We introduce a dataset containing human-authored descriptions of target locations in an “end of-trip in a taxi ride” scenario. We describe our data collection method and a novel annotation scheme that supports understanding of such descriptions of target locations. Our dataset contains target location descriptions for both synthetic and real-world images as well as visual annotations (ground truth labels, dimensions of vehicles and objects, coordinates of the target location, distance and direction of the target location from vehicles and objects) that can be used in various visual and language tasks. We also perform a pilot experiment on how the corpus could be applied to visual reference resolution in this domain.
Reference:
Towards Understanding End-of-trip Instructions in a Taxi Ride Scenario (Deepthi Karkada, Ramesh Manuvinakurike, Kallirroi Georgila), In Proceedings of the Fourteenth Joint ACL - ISO Workshop on Interoperable Semantic Annotation, arxiv.org, 2018.
Bibtex Entry:
@inproceedings{karkada_towards_2018,
	address = {Santa Fe, New Mexico},
	title = {Towards {Understanding} {End}-of-trip {Instructions} in a {Taxi} {Ride} {Scenario}},
	url = {https://arxiv.org/abs/1807.03950},
	abstract = {We introduce a dataset containing human-authored descriptions of target locations in an “end of-trip in a taxi ride” scenario. We describe our data collection method and a novel annotation scheme that supports understanding of such descriptions of target locations. Our dataset contains target location descriptions for both synthetic and real-world images as well as visual annotations (ground truth labels, dimensions of vehicles and objects, coordinates of the target location, distance and direction of the target location from vehicles and objects) that can be used in various visual and language tasks. We also perform a pilot experiment on how the corpus could be applied to visual reference resolution in this domain.},
	booktitle = {Proceedings of the  {Fourteenth} {Joint} {ACL} - {ISO} {Workshop} on {Interoperable} {Semantic} {Annotation}},
	publisher = {arxiv.org},
	author = {Karkada, Deepthi and Manuvinakurike, Ramesh and Georgila, Kallirroi},
	month = jul,
	year = {2018},
	keywords = {UARC, Virtual Humans}
}
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