DAFA: Dialog System Domain Adaptation With a Filter and an Amplifier

End-to-end task-oriented dialog systems have attracted vast amounts of attention in recent years, mainly because of their ease of training. However, such an end-to-end model requires a large number of labeled dialogs to train. Labeled dialogs are always difficult to obtain in real-world settings. We...

Full description

Bibliographic Details
Main Authors: Jianfeng Yu, Yan Yang, Chengcai Chen, Liang He, Zhou Yu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9016052/