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Data labeling method and device, computer equipment and storage medium

A technology for data and labeling data, applied in computing, electrical digital data processing, special data processing applications, etc., can solve problems such as inseparability, high labor costs, affecting labeling efficiency, etc., to achieve the effect of improving efficiency and reducing burden

Active Publication Date: 2019-11-29
BOE TECH GRP CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Most of the existing entity recognition methods use deep learning, which is naturally inseparable from the labeled entity data
[0003] At present, physical data annotation is usually performed manually on the annotation platform, which will greatly affect the efficiency of annotation, and requires extremely high labor costs

Method used

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  • Data labeling method and device, computer equipment and storage medium
  • Data labeling method and device, computer equipment and storage medium
  • Data labeling method and device, computer equipment and storage medium

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Embodiment Construction

[0022] Embodiments of the present application are described in detail below, examples of which are shown in the drawings, wherein the same or similar reference numerals denote the same or similar elements or elements having the same or similar functions throughout. The embodiments described below by referring to the figures are exemplary, and are intended to explain the present application, and should not be construed as limiting the present application.

[0023] The following describes the data labeling method, device and related equipment in the embodiments of the present application with reference to the accompanying drawings.

[0024] figure 1 It is a schematic flowchart of a data labeling method according to an embodiment of the present application.

[0025] Such as figure 1 As shown, the data labeling method includes the following steps:

[0026] Step 101, based on the knowledge map in the art field, the data to be labeled is obtained using a remote supervision method...

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Abstract

The invention discloses a data annotation method and device, computer equipment and a computer readable storage medium, and the method comprises the steps: obtaining to-be-annotated data through a remote supervision method based on an artistic domain knowledge graph; performing data cleaning and pre-annotation on the to-be-annotated data to obtain pre-annotated data; and performing annotation correction on the pre-annotated data. According to the method, the entities in the data are automatically marked on the premise that the quality of the marked data is guaranteed, and then the problems ofmissing marking and wrong marking are solved through marking correction, so that the burden of manually marking the data is reduced to a certain extent, and the entity data marking efficiency is improved.

Description

technical field [0001] The present application relates to the technical field of natural language processing, and in particular to a data labeling method, device, computer equipment and computer-readable storage medium. Background technique [0002] With the emergence of artificial intelligence and knowledge graphs and breakthroughs in related technologies, Natural Language Processing (Natural Language Processing, NLP) technology is playing an important role in more fields. Specific to the construction of knowledge graphs in the art field, entity relationship extraction is an important part of building knowledge graphs, and named entity recognition is the first step in relation extraction. Most of the existing entity recognition methods use deep learning, which is naturally inseparable from labeled entity data. [0003] At present, physical data annotation is usually performed manually on the annotation platform, which will greatly affect the efficiency of annotation, and r...

Claims

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Application Information

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IPC IPC(8): G06F17/27G06F16/36
CPCG06F16/367G06F40/295
Inventor 王炳乾
Owner BOE TECH GRP CO LTD