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Semantic vector processing method and device

A processing method and technology of a processing device, applied in natural language data processing, semantic analysis, electrical digital data processing, etc., can solve problems such as poor processing effect, and achieve the effect of solving poor processing effect

Pending Publication Date: 2019-03-12
BEIJING BENYING NETWORK TECH CO LTD
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  • Abstract
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  • Claims
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Problems solved by technology

[0005] The main purpose of this application is to provide a semantic vector processing method and device to solve the problem of poor processing effect when text semantics are similar

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  • Semantic vector processing method and device
  • Semantic vector processing method and device

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Embodiment Construction

[0032] In order to enable those skilled in the art to better understand the solution of the present application, the technical solution in the embodiment of the application will be clearly and completely described below in conjunction with the accompanying drawings in the embodiment of the application. Obviously, the described embodiment is only It is an embodiment of a part of the application, but not all of the embodiments. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the scope of protection of this application.

[0033] It should be noted that the terms "first" and "second" in the description and claims of the present application and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific sequence or sequence. It should be understood that the data so used may be interchanged under appropriate circumstances for...

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Abstract

A method and apparatus for processing semantic vectors are disclosed. The method includes receiving a user request; Obtaining a word vector by performing a preset process on the user request; And inputting the word vector into a preset sentence vector encoding model and outputting a semantic vector of a sentence in the user request. The present application solves the technical problem that the processing effect is poor when the text semantics are similar. The semantic vector of the sentence can be accurately obtained by the present application, and can be used for similarity calculation when two texts are semantically similar.

Description

technical field [0001] The present application relates to the field of natural language processing, in particular, to a method and device for processing semantic vectors. Background technique [0002] Semantic vectors refer to the process of converting the symbolic representation of text into vectors in semantic space. [0003] The inventors found that, in a man-machine dialogue scenario, when the questions in the received user requests have a high degree of similarity, the robot cannot accurately distinguish the knowledge points to which the questions belong. Furthermore, for problems with low similarity, effective distinction cannot be made. [0004] Aiming at the problem of poor processing effect when the text semantics are similar in related technologies, no effective solution has been proposed so far. Contents of the invention [0005] The main purpose of the present application is to provide a semantic vector processing method and device to solve the problem of poo...

Claims

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Application Information

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IPC IPC(8): G06F17/27
CPCG06F40/289G06F40/30
Inventor 唐梓毅汪冠春胡一川张海雷
Owner BEIJING BENYING NETWORK TECH CO LTD
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