Joint Recognition of Intent and Semantic Slot Filling Combining Multiple Constraints

Joint Recognition of Intent and Semantic Slot Filling Combining Multiple Constraints

Spoken language understanding (SLU) consists of two sub-tasks, which are intent detection and semantic slot filling. Although the existing joint modeling methods realize the sharing of model parameters and apply the result of intent detection to semantic slot filling, the dependency before and after...

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Bibliographic Details
Main Author: HOU Lixian, LI Yanling, LIN Min, LI Chengcheng
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2020-09-01
Series:Jisuanji kexue yu tansuo
Subjects:
joint modeling
intent detection
semantic slot filling
attention mechanism
slot-gated mechanism
conditional random field (crf)
Online Access:http://fcst.ceaj.org/CN/abstract/abstract2359.shtml

Internet

http://fcst.ceaj.org/CN/abstract/abstract2359.shtml

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