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Overview of the Eighth Dialog System Technology Challenge: DSTC8

Authors :
Srinivas Sunkara
Luis A. Lastras
Jonathan K. Kummerfeld
Hannes Schulz
Walter S. Lasecki
Anoop Cherian
Adam Atkinson
Seokhwan Kim
Chiori Hori
Xiaoxue Zang
Jinchao Li
Sungjin Lee
Minlie Huang
R. Chulaka Gunasekara
Michel Galley
Tim K. Marks
Raghav Gupta
Mahmoud Adada
Baolin Peng
Abhinav Rastogi
Jianfeng Gao
Source :
IEEE/ACM Transactions on Audio, Speech, and Language Processing. 29:2529-2540
Publication Year :
2021
Publisher :
Institute of Electrical and Electronics Engineers (IEEE), 2021.

Abstract

This paper introduces the Eighth Dialog System Technology Challenge. In line with recent challenges, the eighth edition focuses on applying end-to-end dialog technologies in a pragmatic way for multi-domain task-completion, noetic response selection, audio visual scene-aware dialog, and schema-guided dialog state tracking tasks. This paper describes the task definition, provided datasets, baselines and evaluation set-up for each track. We also summarize the results of the submitted systems to highlight the overall trends of the state-of-the-art technologies for the tasks.

Details

ISSN :
23299304 and 23299290
Volume :
29
Database :
OpenAIRE
Journal :
IEEE/ACM Transactions on Audio, Speech, and Language Processing
Accession number :
edsair.doi...........8d8fa80d824fc445e0d86d2a58bd61c5
Full Text :
https://doi.org/10.1109/taslp.2021.3078368