Joint Intent Classification and Slot Filling with Transformers

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

And using Joint-BERT to classify the intent so they can be executed I have trained a Rasa NLU model for intent classification and entity

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

legacy of doom slot Bert for joint intent classification and slot filling ArXiv, abs Page 5 Alexis Conneau and Guillaume Lample 2019 Cross