The Dialog State Tracking Challenge Series

In spoken dialog systems, dialog state tracking refers to the task of correctly inferring the user's goal at a given turn, given all of the dialog history up to that turn. The Dialog State Tracking Challenge is a research community challenge task that has run for three rounds. The challenge has...

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Bibliographic Details
Published inThe AI magazine Vol. 35; no. 4; pp. 121 - 124
Main Authors Williams, Jason D., Henderson, Matthew, Raux, Antoine, Thomson, Blaise, Black, Alan, Ramachandran, Deepak
Format Journal Article
LanguageEnglish
Published La Canada American Association for Artificial Intelligence 22.12.2014
John Wiley & Sons, Inc
Subjects
Accuracy
Artificial intelligence
Computational linguistics
Human-computer interaction
Interactive computer systems
Language processing
Linguistics
Natural language interfaces
Natural language processing
Neural networks
Restaurants
Speech recognition
Statistical methods
Studies
Voice recognition
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Summary:In spoken dialog systems, dialog state tracking refers to the task of correctly inferring the user's goal at a given turn, given all of the dialog history up to that turn. The Dialog State Tracking Challenge is a research community challenge task that has run for three rounds. The challenge has given rise to a host of new methods for dialog state tracking and also to deeper understanding about the problem itself, including methods for evaluation.
ISSN:0738-4602
2371-9621
DOI:10.1609/aimag.v35i4.2558