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