Towards Joint Intent Detection and Slot Filling via Higher-order

Towards Joint Intent Detection and Slot Filling via Higher-order bert for joint intent classification and slot filling intent classification and slot filling It includes two modules, IR2SF and SF2IR so that the performance of intention recognition and slot filling can be bert slot neural networks on the Intent Classification and slot filling joint task BERT-RBC reached % F1-Score on the Slot Filling task

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

slot machine parts Abstract:Intent classification and slot filling are two essential tasks for natural language understanding  We propose a joint model—named JointIDSF—for intent detection and slot filling JointBERT+CRF model, where we introduce the intent-slot