BriefGPT.xyz
Feb, 2023
利用节点邻域改进知识图谱完成
NNKGC: Improving Knowledge Graph Completion with Node Neighborhoods
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Zihui Li, Boming Yang, Toyotaro Suzumura
TL;DR
本文提出了一种通过图神经网络对实体邻域进行建模的增强型框架用于知识图谱补全,同时引入额外的边链接预测任务。评估结果表明,该框架简单且有效,并且能够做出可解释预测。
Abstract
knowledge graph completion
(KGC) aims to discover missing relations of query entities. Current
text-based models
utilize the entity name and description to infer the tail entity given the head entity and a certai
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