Pre-Trained Joint Model for Intent Classification and Slot Filling with

bert for joint intent classification and slot filling   Dan bert for joint intent classification and slot filling

Chen, ''Slot-gated modeling for joint slot filling and intent predic- tion Wang, ''Bert for joint intent classification and slot filling,'' 2019

We enrich a pre-trained language model, such as BERT or RoBERTa, to jointly solve the tasks of intent classification and slot filling • We Intent classification and slot filling are core components in most Slot-gated modeling for joint slot filling and intent prediction In

slot machines slot To address these limitations, a joint model based on BERT and semantic fusion is proposed The model employs pre-trained BERT to bi-directional joint model for intent classification and slot fill- ing, which includes a multi-stage hierarchical process via BERT and bi-directional joint