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Method, device and computer storage medium for generating text structured representation

A text-structured, structured technique used in the field of data processing to solve problems such as obstacles

Active Publication Date: 2020-06-09
北京仝睿科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

This complexity presents a relatively large barrier to utilizing structured results based on dependencies

Method used

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  • Method, device and computer storage medium for generating text structured representation
  • Method, device and computer storage medium for generating text structured representation
  • Method, device and computer storage medium for generating text structured representation

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0030] figure 1 It shows a schematic flowchart of the implementation of the method for generating a text structured representation in Embodiment 1 of the present application.

[0031] As shown in the figure, the generation method of the text structured representation includes:

[0032] Step 101, determine the text data to be structured;

[0033] Step 102, using a pre-built text structured recognition model to identify the structure of the text data and the role of each element in the text data in the upper layer structure where they are located, and obtain a structured representation result;

[0034] Wherein, the structured representation results include: marking the compound structure included in the text data with a compound structure type, and marking each element in the text data with the compound structure at which the element is located role in.

[0035] During specific implementation, the text data to be structured may be text in languages ​​such as Chinese and Engli...

Embodiment 2

[0142] Based on the same inventive concept, an embodiment of the present application provides a device for generating a structured representation of text. The principle of the device for solving technical problems is similar to a method for generating a structured representation of text, and repeated descriptions will not be repeated here.

[0143] image 3 A schematic structural diagram of an apparatus for generating a text structured representation in Embodiment 2 of the present application is shown.

[0144] As shown in the figure, the device for generating the text structured representation includes:

[0145] Text determination module 301, configured to determine text data to be structured;

[0146] The structured representation generating module 302 is configured to use a pre-built text structured recognition model to identify the structure of the text data and the role of each element in the text data in the upper layer structure where they are located, to obtain the st...

Embodiment 3

[0187] Based on the same inventive concept, an embodiment of the present application further provides a computer storage medium, which will be described below.

[0188] The computer storage medium stores a computer program thereon, and when the computer program is executed by a processor, the steps of the method for generating a text structured representation as described in Embodiment 1 are implemented.

[0189] During specific implementation, the computer storage medium may be, for example, but not limited to, an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, device, or device, or any combination thereof. More specific examples of computer storage media may include: electrical connections with one or more conductors, portable disks, hard disks, random access memory (RAM), read only memory (ROM), erasable programmable read only memory ( EPROM or flash memory), fiber optics, portable compact disk read only memory (CD-ROM), optical storage de...

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PUM

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Abstract

The invention discloses a text structured representation generation method and apparatus, a computer storage medium and an electronic device. The method comprises the steps of determining to-be-structured text data; and identifying the structure of the text data and the action of each element in the text data in the respective upper layer structure by using a pre-constructed text structured identification model to obtain a structured representation result, wherein the structured representation result comprises marking a composite structure included in the text data with a composite structure type, and marking each element in the text data with an effect of the element in an upper-layer composite structure where the element is located. By the adoption of the scheme, the internal structure of each element of the text data and the effect of each element in the upper-layer composite structure can be represented, and a basis is provided for subsequent other data applications.

Description

technical field [0001] The present application relates to data processing technology, and in particular, relates to a method and device for generating a text structured representation, a computer storage medium, and an electronic device. Background technique [0002] Text data presented in natural language is a major source of data in the information age. It is typically characterized by no formal structure. Because of this, useful information contained in free-form text data is difficult to be fully and accurately extracted automatically. This brings many obstacles to in-depth applications based on text data. [0003] At present, text structure analysis usually adopts Dependency Parsing (DP) technology, which uses sentences as the basic unit, and analyzes the dependencies between each component in the sentence on the basis of identifying the grammatical components in the text sentence. Relationships, such as subject-predicate, verb-object, definite-middle, adverbial-midd...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F40/279G06F40/151
Inventor 杨光信杨宏超徐凯旋
Owner 北京仝睿科技有限公司