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SYSTEM AND METHOD FOR VISUALIZING AND INTERPRETING PROPERTY INCLUDED LEARNED ENTITY REPRESENTATION FROM NATURAL LANGUAGE TEXT

机译:从自然语言文本可视化和解释包含学习实体表示的属性的系统和方法

摘要

In the present invention, disclosed are a method for interpreting and visualizing properties included in an entity representation learned from a natural language text and a system thereof wherein interpreted properties and a representation vector are visualized and provided to enable a user to recognize the same in an easy manner at a glance. The method for interpreting and visualizing an entity representation comprises the following steps: generating a representation vector of an entity representation for entity representation learning for understanding properties representing meaning of an entity existing in the real world with respect to a natural language text; generating a vector activation pattern by performing filtering with respect to the representation vector of at least two entities among the representation vectors generated for each of multiple entities; and mapping target properties related to at least two entities to the vector activation pattern.
机译:在本发明中,公开了一种用于解释和可视化从自然语言文本学习的实体表示中包括的属性的方法及其系统,其中可视化并提供了所解释的属性和表示向量,以使用户能够在自然语言中识别它们。一目了然。用于解释和可视化实体表示的方法包括以下步骤:生成用于实体表示学习的实体表示的表示向量,以了解相对于自然语言文本表示现实世界中存在的实体的含义的属性;通过对针对多个实体中的每一个生成的表示向量中的至少两个实体的表示向量执行过滤来生成向量激活模式;将与至少两个实体有关的目标属性映射到矢量激活模式。

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