Research data supporting "Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing"

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dc.contributor.authorBudzianowski, Pawel
dc.contributor.authorRamadan, Osman
dc.contributor.authorGasic, Milica
dc.date.accessioned2018-08-09T07:02:43Z
dc.date.available2018-08-09T07:02:43Z
dc.identifier.urihttps://www.repository.cam.ac.uk/handle/1810/278720
dc.descriptionThe Multi-Domain Wizard-of-Oz dataset (MultiWOZ), a collection of human-human written conversations spanning over multiple domains and topics. The dataset was collected based on the Wizard of Oz experiment on Amazon MTurk. Each dialogue contains a goal label and several exchanges between a visitor and the system. Each system turn has labels from the set of slot-value pairs representing a coarse representation of dialogue state. There are in total 9855 dialogues.
dc.description.sponsorshipThe data collection was funded through Google Faculty Award.
dc.formatDataset contains the following seven json files: 1. data.json: the woz dialogue dataset, which contains the conversion from users and wizards, as well as a set of coarse labels for each user turn. 2. restaurant_db.json: the Cambridge restaurant database file, containing restaurants in the Cambridge UK area and a set of attributes. 3. attraction_db.json: the Cambridge attraction database file, contining attractions in the Cambridge UK area and a set of attributes. 4. hotel_db.json: the Cambridge hotel database file, containing hotels in the Cambridge UK area and a set of attributes. 5. train_db.json: the Cambridge train (with artificial connections) database file, containing trains in the Cambridge UK area and a set of attributes. 6. valListFile.json: list of dialogues for validation. 7. testListFile.json: list of dialogues for testing.
dc.rightsAttribution 4.0 International (CC BY 4.0)
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectdialogue system
dc.subjectbelief tracking
dc.subjectwizard of oz
dc.titleResearch data supporting "Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing"
dc.typeDataset
dc.identifier.doi10.17863/CAM.26059
rioxxterms.licenseref.urihttps://creativecommons.org/licenses/by/4.0/
datacite.contributor.supervisorGasic, Milica
dcterms.formatJSON
dc.contributor.orcidBudzianowski, Pawel [0000-0003-0013-7931]
dc.contributor.orcidGasic, Milica [0000-0003-0318-9147]
rioxxterms.typeOther
datacite.issupplementto.urlhttp://aclweb.org/anthology/P18-2069


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Attribution 4.0 International (CC BY 4.0)
Except where otherwise noted, this item's licence is described as Attribution 4.0 International (CC BY 4.0)