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Apr, 2013
非自反和层次关系的转化
Irreflexive and Hierarchical Relations as Translations
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Antoine Bordes, Nicolas Usunier, Alberto Garcia-Duran, Jason Weston, Oksana Yakhnenko
TL;DR
本研究关注于将知识库中的实体和关系嵌入到低维度向量空间中,设计了一种可明确模拟非自反关系的方法,通过将其解释为操作实体低维度嵌入的平移,具有比之前方法更高性能的表现。
Abstract
We consider the problem of
embedding
entities and relations of
knowledge bases
in low-dimensional
vector spaces
. Unlike most existing appr
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