Efficient Context and Schema Fusion Networks for Multi-Domain Dialogue State Tracking
Table 7: Slot-gate F1 scores on MultiWOZ 2.1.
['[BOLD] Gate', 'CSFN-DST', 'CSFN-DST + BERT']
Slot-gate classification We conduct experiments to evaluate our model performance on the slot-gate classification task. It seems that the pre-trained BERT model helps a lot in detecting slots of which the user doesn’t care about values. The F1 score of DONTCARE is much lower than the others’, which implies that detecting DONTCARE is a much challenging sub-task.