Text understanding method based on external knowledge embedding
A technology of external knowledge and text, which is applied in the field of text understanding based on external knowledge embedding, can solve the problems of uneven data triples and inaccurate knowledge relationships, etc., to improve knowledge accuracy, high intelligence level, and improve The effect of drawing ability
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[0049] In order to better understand the present application scheme, the technical solutions in the present application will be described in conjunction with the drawings in the present application embodiments. The invention includes, but is not limited to the following examples.
[0050] Embodiments of the present invention provide a method based on external knowledge embedded, including knowledge representation and text understanding of two major modules, such as figure 1 As shown, the specific implementation steps of this embodiment are as follows:
[0051] figure 2 For the knowledge representation of the present invention, the module network configuration, including steps 1 to 4;
[0052] Step 1: Divide the entity in the data set by clustering algorithm, and add a negative quarter group in the data set by random sampling splicing.
[0053] The knowledge map data sets used in this example are Wn11 and FB13, which contain 125,734,345,873 three-component groups, all of which a...
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