bert slot
Join Intent Classification and Slot Filling
bert slot
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bert slot Moreover, BERT contextual representation is combined with WFST and trained simultaneously on supervised data using a gradient descent algorithm BERT is used for intent recognition and slot filling because it effectively integrates the semantic information of intention and slot labels Specifically, the proposed joint BERT model improves intent classification accuracy, slot filling F1 score, and sentence-level semantic frame accuracy The