尝试阅读和理解 RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space
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文中提到知识图谱模型所面临的问题
The core challenge of knowledge graphs lies in identifying the missing links.
文中提到这篇文章想要做的工作
Despite no existing models being capable of modeling and capturing all the various relationship patterns. Therefore, we are searching for an approach designed to model and capture all three types of relationship patterns.
文中Rotate 的含义
Each relation is defined by a rotation from the source entity to the target entity.
每个关系通过旋转的方式将每个关系从源实体映射到目标实体。
| 单词 | 意思 |
|---|---|
| variants | 变种 |
| unitary | 单一、统一 |
| complex number | 复数 |
| complex plan | 复平面 |
| modulus | 模 |
| salience | 显着性 |
| probabilistic | 概率的 |
| symmetric | 对称的 |
Score Functions
这里提及一下得分函数中常见运算符号的含义
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