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ISCApad Archive  »  2021  »  ISCApad #273  »  Journals  »  IEEE/ACM TASLP Special issue on Eight Dialog System Technology Challenge

ISCApad #273

Thursday, March 11, 2021 by Chris Wellekens

7-3 IEEE/ACM TASLP Special issue on Eight Dialog System Technology Challenge
  

Call for Papers
IEEE/ACM TASLP Special Issue on

Eighth Dialog System Technology Challenge

Dear Members,

The IEEE Signal Processing Society would like to express our concern and support for the members of our global community and all affected by the current COVID-19 pandemic. The need for current, timely, openly accessible research and information has never been more apparent. IEEE Signal Processing Society publications continue to accept submissions and publish impactful, cutting-edge research. Our online publications remain available to researchers and students around the world.
The Dialog System Technology Challenge (DSTC) is an ongoing series of research competitions for dialog systems. To accelerate the development of new dialog technologies, the DSTCs have provided common testbeds for various research problems. The Eighth Dialog System Technology Challenge (DSTC8) consists of the following four main tracks including two newly introduced tasks and two followup tasks of DSTC7. 

Topics of interest in this special issue include (but are not limited to):
  1. Multi-domain task-completion track addresses the end-to-end response generation problems in multi-domain task completion and cross-domain adaptation scenarios.
     
  2. NOESIS II: Predicting Responses, Identifying Success, and Managing Complexity in Task-Oriented Dialogue explores a response selection task extending the first NOESIS track in DSTC7 and offers two additional subtasks for identifying task success and disentangling conversations.
     
  3. Audio visual scene-aware dialog track is another follow-up track of DSTC7 which aims to generate dialog responses using multi-modal information given in an input video.
     
  4. Schema-guided dialog state tracking revisits dialog state tracking problems in a practical setting associated with a large number of services/APIs required to build virtual assistants in practice. 
This special issue will host work on any of the DSTC8 tasks. Papers may describe entries in the official DSTC8 challenge, or any research utilizing DSTC8 datasets irrespective of the participation in the official challenge. We also welcome papers that analyze the DSTC8 tasks or results themselves. Finally, we also invite papers on previous DSTC tasks as well as general technical papers on any dialog-related research problems.
 
For any query regarding this special issue, please contact seokim@dstc.community.
 
 

Important Dates

  • Manuscript Submissions due:  August 15, 2020
  • First review completed: October 15, 2020
  • Revised manuscript due: November 30, 2020
  • Second review completed: January 15, 2021
  • Final manuscript due: February 28, 2021
  • Publication: May 2021

Guest Editors

 
 
 
 
 

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