Intent Classification and Slot Labeling

bert for joint intent classification and slot filling   Dan bert slot

Specifically, the proposed joint BERT model improves intent classification accuracy, slot filling F1 score, and sentence-level semantic frame accuracy The

JointBERT : BERT for Joint Intent Classification and Slot Filling Model Architecture Predict intent and slot at the same time from one BERT model (=Joint Bert for joint intent classification and slot filling arXiv preprint arXiv : , 2019 9 Zhang , Z , Zhang , Z , Chen , H , et al : A joint

cara main game slot Balanced joint adversarial training for robust intent Chen, Q , Zhuo, Z , Wang, W , 2019 Bert for joint intent classification and slot filling arXiv bert: Pre-trained natural language understanding for task-oriented dialogues Intent Classification through Hierarchical Joint Modeling 15 References