Joint Intent Classification and Slot Filling with Transformers

Joint Intent Classification and Slot Filling with Transformers bert slot This is a pretrained Bert based model with 2 linear classifier heads on the top of it, one for classifying an intent of the query and another for classifying bert for joint intent classification and slot filling For intent detection and slot filling, the use of BERT has also brought about a significant effect improvement in joint models However, although

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hoki vip slot Utterance-level intent detection and token-level slot filling are two key tasks for natural language understanding in task-oriented systems  While non-categorical slots are classified by detecting relevant spans in the dialogue, categorical slots use a fixed BERT model to encode all