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Sep, 2019
一种非交换双线性模型用于知识图谱中路径查询的回答
A Non-commutative Bilinear Model for Answering Path Queries in Knowledge Graphs
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Katsuhiko Hayashi, Masashi Shimbo
TL;DR
该论文介绍了一种基于块循环矩阵的新型双线性知识图嵌入模型 BlockHolE,其可以使用非交换关系矩阵,从而可以自然地建模复合关系,并且基于循环矩阵傅里叶变换的对偶性开发出了快速计算技术。
Abstract
Bilinear diagonal models for
knowledge graph embedding
(KGE), such as
distmult
and
complex
, balance expressiveness and computational effic
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