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Few-Shot Relation Classification Based on Knowledge-Enhanced Adaptive Prototype Networks

Few-Shot Relation Classification (FSRC) refers to the use of a small number of labeled instances to classify various relations within a task, and it can be quickly applied to categorize completely new classes. However, existing few-shot classification algorithms show limited generalization capabilit...

Ausführliche Beschreibung

Gespeichert in:
1. Verfasser: ZHANG Heping, FANG Zhijun, LU Junxin, GAO Yongbin
Format: Artigo
Sprache:Inglês
Veröffentlicht: Editorial Office of Computer Engineering 2025-04-01
Schriftenreihe:Jisuanji gongcheng
Schlagworte:
relation classification (rc)|few-shot learning|few-shot relation classification (fsrc)|prototype networks|knowledge-enhanced
Online-Zugang:https://www.ecice06.com/fileup/1000-3428/PDF/20250413.pdf
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