A Dataset of Operator-client Dialogues Aligned with Database Queries for End-to-end Training
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F16%3A10372131" target="_blank" >RIV/00216208:11320/16:10372131 - isvavai.cz</a>
Result on the web
<a href="http://workshop.colips.org/wochat/@iva2016/documents/RP-258.pdf" target="_blank" >http://workshop.colips.org/wochat/@iva2016/documents/RP-258.pdf</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
A Dataset of Operator-client Dialogues Aligned with Database Queries for End-to-end Training
Original language description
This paper presents a novel dataset for training end-to-end task oriented conversational agents. The dataset contains conversations between an operator - a task expert, and a client who seeks information about the task. Along with the conversation transcriptions, we record database API calls performed by the operator, which capture a distilled meaning of the user query. We expect that the easy-to-get supervision of database calls will allow us to train end-to-end dialogue agents with significantly less training data. The dataset is collected using crowdsourcing and the conversations cover the well-known restaurant domain. Quality of the data is enforced by mutual control among contributors. The dataset is available for download under the Creative Commons 4.0 BY-SA license.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Intelligent Virtual Agents
ISBN
978-3-319-47664-3
ISSN
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e-ISSN
neuvedeno
Number of pages
10
Pages from-to
1-10
Publisher name
Springer
Place of publication
Los Angeles, CA, USA
Event location
Los Angeles, CA, USA
Event date
Sep 20, 2016
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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