Micro F1: 96.8
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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. For instance, when a user queries for nearby restaurants, key slots for location and preferred food are required for a dialog system to retrieve the appropriate information. Thus, the main challenge in the slot-filling task is to extract the target entity.
<span class="description-source">Source: Real-time On-Demand Crowd-powered Entity Extraction </span>
Image credit: Robust Retrieval Augmented Generation for Zero-shot Slot Filling
개요는 각 항목의 일부입니다. 위 탭에서 전체 기록을 페이지별로 탐색할 수 있습니다.
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Dataset기록된 모델 예시MetricPaperCode
데이터셋
18개논문
Micro F1: 95.9
Micro F1: 95.8
Micro F1: 96.4
Micro F1: 95.1
Micro F1: 95.0
Micro F1: 97.2
Micro F1: 95.2
Micro F1: 96.5
Uni-MIS: United Multiple Intent Spoken Language Understanding via Multi-View Intent-Slot Interaction
Micro F1: 96.4
라이브러리
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