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 |
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Format: | Artikel |
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. |
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ISSN: | 2329-9290 2329-9304 |
DOI: | 10.1109/TASLP.2021.3078368 |