Text Frame Detector: Slot Filling Based On Domain Knowledge Bases

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A slot-filling task is most simple task of dialogue system Typical domain of this task are telephone shopping, on-line banking, on-line trade, etc

We adopt a fine-tuning approach where a pre-trained LLM is fine-tuned into a slot-filling model using task specific data The fine-tuning data is prepared Part 22: few-shot intent classification and slot filling with retrieved examples 78 views · 4 months

tornado farm escape slot a slot was requested, but the user didn't fill the slot with their last message and you didn't define a custom action for validating slots or The existing works either treat slot filling and intent detection separately in a pipeline manner, or adopt joint models which sequentially label slots while