BriefGPT.xyz
Jun, 2019
关系词嵌入
Relational Word Embeddings
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Jose Camacho-Collados, Luis Espinosa-Anke, Steven Schockaert
TL;DR
本文中，我们提出了一种用于编码关系性知识的词嵌入方法，其旨在为已有的标准词嵌入方法提供一种补充。通过从共现统计数据中学习出这种关系性词向量，我们发现它确实捕捉到了非常有用的补充信息。
Abstract
While
word embeddings
have been shown to implicitly encode various forms of attributional knowledge, the extent to which they capture relational information is far more limited. In previous work, this limitation has been addressed by incorporating
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