STOD: Towards Scalable Task-Oriented Dialogue System on MultiWOZ-API
Hengtong Lu,
Caixia Yuan,
Xiaojie Wang
Abstract:Task-oriented dialogue systems (TODs) enable users to complete specific goals and are widely used in practice. Although existing models have achieved delightful performance for single-domain dialogues, scalability to new domains is far from well explored. Traditional dialogue systems rely on domain-specific information like dialogue state and database (DB), which limits the scalability of such systems. In this paper, we propose a Scalable Task-Oriented Dialogue modeling framework (STOD). Instead of labeling mu… Show more
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