BERT for Joint Intent Classification and Slot Filling

bert for joint intent classification and slot filling   Dan bert for joint intent classification and slot filling

We implemented BERT for joint intent classification and slot filling on our dataset We also replaced the BERT backbone with other transformer-based models

Slot and Intent denote the number of slot labels and intent types BERT base as the basis, which has 12 layers and 12 heads The dimension Intent Slot Intent Slot Intent Slot ATIS CNN −065 Wang, BERT for joint intent classification and slot filling, 2019

gambling at a slot machine is an example of which slot filling into two stages, , the slot proposal and slot classification The slot proposal network consisting of BERT and bidirectional long short BERT기반의 joint Model을 제안하여 기존의 모델들의 비해 여러 지표에서 크게 성능이 향상됨을 입증한다 3) Proposed Approach figure_1 입력 문장