Zero-Shot Slot Filling with Slot-Prefix Prompting and Attention

Joint intent detection and slot filling using weighted finite state slot filling Slot filling is an essential and challenging task in Spoken Lan- guage Understanding The task is usually interpreted as a sequence tagging process, slot 45 For making the slot fill- ing algorithm more robust against the incompleteness of annotation, this paper leverages an overlooked property of slot filling

slot pakde123 Dedicated prompt designs and fine-tuning approaches are proposed to improve the robustness of LLMs for slot filling with noisy ASR