Multitask Learning with Knowledge Base for Joint Intent Detection

bert for joint intent classification and slot filling
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Leveraging BERT for Next-Generation Spoken Language Understanding with Joint Intent Classification and Slot Filling Abstract: This paper introduces a new

Natural language understanding has two core tasks: intent classification and slot filling The success of pre-training language models

bert stevens poker Slot and Intent denote the number of slot labels and intent types BERT base as the basis, which has 12 layers and 12 heads The dimension

bert for joint intent classification and slot filling intent If a KG is a graph to represent the connections There