Simple Data Augmentation with the Mask Token Improves Domain Adaptation for Dialog Act Tagging

Semih Yavuz
Semih Yavuz
Wenhao Liu
Wenhao Liu
Nitish Shirish Keskar
Nitish Shirish Keskar

EMNLP 2020, pp. 5083-5089, 2020.

Other Links: academic.microsoft.com

Abstract:

The concept of Dialogue Act (DA) is universal across different task-oriented dialogue domains - the act of “request” carries the same speaker intention whether it is for restaurant reservation or flight booking. However, DA taggers trained on one domain do not generalize well to other domains, which leaves us with the expensive need for a...More

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