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Experimental results demonstrate that our proposed model achieves significant improvement on intent classification accuracy, slot filling F1,

bert for joint intent classification and slot filling The pre-trained model BERT and BiLSTM networks were trained as a wholein order to improve the performance of semantic slot filling

mBERT is a multilingual pre-trained model, which is trained with the same strategies as BERT mBERT is trained on 15 G of the Wikipedia dataset