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Intent Detection and Slot Filling
The goal of slot filling is to identify slots corresponding to different parameters of the user’s query. With the help of slot-filling models, we can understand whether each word in the query has a useful semantic meaning for us.
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Slot Filling
The goal of **Slot Filling** is to identify from a running dialog different slots, which correspond to different parameters of the user’s query.
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Spoken Language Understanding (SLU) task is a wide application task in Natural Language Processing. In the success of the pre-trained BERT model, NLU is addressed by Intent Classification and Slot Filling task with significant improvement performance.
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