JointBERT-NLU Joint Intent Classification and Slot Filling

website bert for joint intent classification and slot filling Bi-directional Joint Neural Networks for Intent Classification and Slot Filling Interspeech 2021 bert for joint intent classification and slot filling To address these limitations, a joint model based on BERT and semantic fusion is proposed The model employs pre-trained BERT to

bert for joint intent classification and slot filling filling tasks with the separate BERT embedding The model joint intent classification and slot filling arXiv preprint arXiv  This notebook is a partial reproduction of some of the results presented in this paper: BERT for Joint Intent Classification and Shot Filling, Qian Chen, Zhu  Specifically, the proposed joint BERT model improves intent classification accuracy, slot filling F1 score, and sentence-level semantic frame accuracy The

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