Multitask Learning with Knowledge Base for Joint Intent Detection and Slot Filling

Multitask Learning with Knowledge Base for Joint Intent Detection and Slot Filling

Intent detection and slot filling are important modules in task-oriented dialog systems. In order to make full use of the relationship between different modules and resource sharing, solving the problem of a lack of semantics, this paper proposes a multitasking learning intent-detection system, base...

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Bibliographic Details
Main Authors: Ting He, Xiaohong Xu, Yating Wu, Huazhen Wang, Jian Chen
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Applied Sciences
Subjects:
multitask learning
knowledge base
intent detection
slot filling
task-oriented dialog system
Online Access:https://www.mdpi.com/2076-3417/11/11/4887

Internet

https://www.mdpi.com/2076-3417/11/11/4887

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