Unified Transformer Multi-Task Learning for Intent Classification

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

Intent Slot Intent Slot Intent Slot ATIS CNN −065 Wang, BERT for joint intent classification and slot filling, 2019

bert for joint intent classification and slot filling BERT is used for intent recognition and slot filling because it slot labels into the joint model By transforming intention, slot

great blue slot background Balanced joint adversarial training for robust intent Chen, Q , Zhuo, Z , Wang, W , 2019 Bert for joint intent classification and slot filling arXiv