BERT for Joint Intent Classification and Slot Filling

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

BERT for Joint Intent Classification and Slot Filling Avatar del usuario Bert Slot bemaslot · 0 seguidores · Siguiendo a 0 Seguir bemaslot aún no ha guardado ningún Pin

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

long slot 4 slice toaster uk BERT model to perform the classification over the slot labels for each word token A slot loss LS is computed using the output of the slot

This section details our proposed method, mcBERT First, we introduce the overall process of our BERT-based slot filling model, which operates under

bert for joint intent classification and slot filling Slot Filling on ATIS ; 1 CTRAN ; 2 Bi-model with a decoder ; 3 Joint BERT ; 4 JointBERT-CAE

Predict intent and slot at the same time from one BERT model ; total_loss = intent_loss + coef * slot_loss (Change coef with --slot_loss_coef