Tae-Yoon Kim

SUMBT: Slot-Utterance Matching for Universal and Scalable Belief Tracking

2019

In goal-oriented dialog systems, belief trackers estimate the probability distribution of slotvalues at every dialog turn. Previous neural approaches have modeled domain-and slot-dependent belief trackers, and have difficulty in adding new slot-values, resulting in lack …