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Feb, 2022
探索词语和关系的理论表示
Towards a Theoretical Understanding of Word and Relation Representation
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Carl Allen
TL;DR
该研究提出了一种理论方法,将词嵌入和知识图谱中的实体及其关系的几何形状联系起来,以便更好地理解它们的语义结构和性能。
Abstract
Representing words by vectors, or embeddings, enables computational reasoning and is foundational to automating
natural language tasks
. For example, if
word embeddings
of similar words contain similar values, wor
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