Explainable Slot Type Attentions to Improve Joint Intent Detection

bert for joint intent classification and slot filling   Dan bert slot

BERT for Joint Intent Classification and Slot Filling There's also an example dataset based on Snips that shows how to create custom intents

In this work, propose a joint intent classification and slot filling model based on BERT  Conditioning the Transformer encoder on multiple target inferences over the same corpus, , intent and multiple slot types, allows learning

hoteller nær charlottenborg slot To address these limitations, a joint model based on BERT and semantic fusion is proposed The model employs pre-trained BERT to Here we want to use BERT to compute a representation of a single voice command at a time; We could reuse the representation of the token for sequence