Overview of the Eighth Dialog System Technology Challenge: DSTC8

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-guide...

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Veröffentlicht in:IEEE/ACM transactions on audio, speech, and language processing speech, and language processing, 2021, Vol.29, p.2529-2540
Hauptverfasser: Kim, Seokhwan, Galley, Michel, Gunasekara, Chulaka, Lee, Sungjin, Atkinson, Adam, Peng, Baolin, Schulz, Hannes, Gao, Jianfeng, Li, Jinchao, Adada, Mahmoud, Huang, Minlie, Lastras, Luis, Kummerfeld, Jonathan K., Lasecki, Walter S., Hori, Chiori, Cherian, Anoop, Marks, Tim K., Rastogi, Abhinav, Zang, Xiaoxue, Sunkara, Srinivas, Gupta, Raghav
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Sprache:eng
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Zusammenfassung: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.
ISSN:2329-9290
2329-9304
DOI:10.1109/TASLP.2021.3078368