Multitask learning for multilingual intent detection and slot filling in

Intent-Slot Correlation Modeling for Joint Intent Prediction and Slot 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 bert slot Bert-Joint, , a multi-lingual joint text classification and sequence labeling framework The experimental evaluation over two well-known English

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