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cs.CL2023
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.…
cs.CL2023
CLICKER: Attention-Based Cross-Lingual Commonsense Knowledge Transfer
Ruolin Su, Zhongkai Sun, Sixing Lu +2
Recent advances in cross-lingual commonsense reasoning (CSR) are facilitated by the development of multilingual pre-trained models (mPTMs). While mPTMs show the potential to encode…
cs.CL2023
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…