5 citations · 7 across the 5 of their papers we have counts for
5 papers
Schema Graph-Guided Prompt for Multi-Domain Dialogue State Tracking
Ruolin Su, Ting-Wei Wu, Biing-Hwang Juang
Tracking dialogue states is an essential topic in task-oriented dialogue systems, which involve filling in the necessary information in pre-defined slots corresponding to a schema.…
Data Augmentation for Improving Tail-traffic Robustness in Skill-routing for Dialogue Systems
Ting-Wei Wu, Fatemeh Sheikholeslami, Mohammad Kachuee +2
Large-scale conversational systems typically rely on a skill-routing component to route a user request to an appropriate skill and interpretation to serve the request. In such syst…
Choice Fusion as Knowledge for Zero-Shot Dialogue State Tracking
Ruolin Su, Jingfeng Yang, Ting-Wei Wu +1
With the demanding need for deploying dialogue systems in new domains with less cost, zero-shot dialogue state tracking (DST), which tracks user's requirements in task-oriented dia…
Knowledge Augmented BERT Mutual Network in Multi-turn Spoken Dialogues
Ting-Wei Wu, Biing-Hwang Juang
Modern spoken language understanding (SLU) systems rely on sophisticated semantic notions revealed in single utterances to detect intents and slots. However, they lack the capabili…
A Context-Aware Hierarchical BERT Fusion Network for Multi-turn Dialog Act Detection
Ting-Wei Wu, Ruolin Su, Biing-Hwang Juang
The success of interactive dialog systems is usually associated with the quality of the spoken language understanding (SLU) task, which mainly identifies the corresponding dialog a…