Multitask Learning with Knowledge Base for Joint Intent Detection

Multitask Learning with Knowledge Base for Joint Intent Detection bert for joint intent classification and slot filling 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 slot ABSTRACT We describe a joint model for intent detection and slot filling based on convolutional neural networks The proposed

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

asia88 slot Intent Detection and Slot Filling is the task of interpreting user commandsqueries by extracting the intent and the relevant slots 2 Business Intent Slot Intent Slot Intent Slot ATIS CNN −065 Wang, BERT for joint intent classification and slot filling, 2019