A Tree-Based Approach for Building Efficient Task-Oriented Dialogue Systems

• Published in: Artificial Intelligence for Communications and Networks Vol. 396; pp. 526 - 536
• Main Authors: Gan, Tao, Li, Chunang, Xi, Yuhui, He, Yanmin
• Format: Book Chapter
• Language: English
• Published: Switzerland Springer International Publishing AG 2021; Springer International Publishing
• Series: Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
• Subjects: Data-driven; Intent-slot tree; Rule-based; Task-oriented

Task-oriented dialogue systems have attracted increasing attention. The traditional rule-based approaches suffer from limited generalization ability as well as the high cost of system deployment, whereas the data-driven deep learning approaches are data-hungry and the domain-specific data is insuffi...