Overview of the Eighth Dialog System Technology Challenge: DSTC8
| Autor: | 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 |
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| Rok vydání: | 2021 |
| Předmět: |
Acoustics and Ultrasonics
Computer science computer.software_genre Task (project management) Computational Mathematics Human–computer interaction Audio visual Computer Science (miscellaneous) Selection (linguistics) Task analysis State (computer science) Electrical and Electronic Engineering Dialog system Dialog box computer |
| Zdroj: | IEEE/ACM Transactions on Audio, Speech, and Language Processing. 29:2529-2540 |
| ISSN: | 2329-9304 2329-9290 |
| DOI: | 10.1109/taslp.2021.3078368 |
| Popis: | 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. |
| Databáze: | OpenAIRE |
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