Enriched Pre-trained Transformers for Joint Slot Filling and Intent

Enriched Pre-trained Transformers for Joint Slot Filling and Intent bert for joint intent classification and slot filling Natural language understanding has two core tasks: intent classification and slot filling The success of pre-training language models bert for joint intent classification and slot filling Bi-directional Joint Neural Networks for Intent Classification and Slot Filling Interspeech 2021

bert for joint intent classification and slot filling Classification and Slot Filling,” Findings of the Association for Computational Liu, “A co-interactive transformer for joint slot filling and intent

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