Task Conditioned BERT for Joint Intent Detection and Slot-Filling

bert slot   Dan bert slot

BERT model to perform the classification over the slot labels for each word token A slot loss LS is computed using the output of the slot

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slot machine gioco Abstract: Intent classification and slot filling are two core tasks in natural language understanding The interaction nature of the Experimental results demonstrate that our proposed model achieves significant improvement on intent classification accuracy, slot filling F1,