Multitask learning for multilingual intent detection and slot filling in

Multitask learning for multilingual intent detection and slot filling in filling slot
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filling slot Slot filling is a critical task in natural language understanding for dialog systems State-of-the-art approaches treat it as a sequence labeling problem

common interface slot This structure is called a weak slot and filler structure But later we used strong slot and filler structures It represent links between objects according to Slot-filling is an essential component for building task-oriented dialog systems In this work, we focus on the zero-shot slot-filling problem, where the model