Conceptual Knowledge Enhanced Model for Multi-Intent Detection

bert for joint intent classification and slot filling   Dan bert slot

To address these limitations, a joint model based on BERT and semantic fusion is proposed The model employs pre-trained BERT to

Please make yourself familiar with BERT: BERT for Joint Intent Classification and Slot Filling pdf pdf Model Details Tag Specifically, the proposed joint BERT model improves intent classification accuracy, slot filling F1 score, and sentence-level semantic frame accuracy The

slot machine buffalo Thread by @ogrisel: I prepared a new notebook for my Deep Learning class: Joint Intent Classification and Slot Filling with BERT: orggithub slot filling into two stages, , the slot proposal and slot classification The slot proposal network consisting of BERT and bidirectional long short