Overview Of The Eighth Dialog System Technology Challenge: Dstc8

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING(2021)

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摘要
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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关键词
Task analysis, Measurement, Social networking (online), Predictive models, Training, Complexity theory, Adaptation models, Natural language processing, speech processing, dialog system, natural language understanding, conversational system
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