A Two-Step Approach for Efficient Domain Selection in Multi-Domain Dialog Systems

Natural Interaction with Robots, Knowbots and Smartphones, Putting Spoken Dialog Systems into Practice(2014)

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摘要
This paper discusses a domain selection method for multi-domain dialog systems to generate the most appropriate system utterance in response to a user utterance. We present a two-step approach for efficient domain selection. In our proposed approach, the domain candidates are listed in descending order of scores and then each domain is verified by content-based filtering. When we applied our method, the accuracy increased and the time cost decreased compared to baseline methods.
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关键词
Domain Score, User Intention, Final Domain, Dialog System, Domain Candidate
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