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Information labeling method and device, equipment and storage medium

A technology for labeling information and marking, applied in the fields of big data, data processing, and deep learning, can solve problems such as high cost, achieve rapid classification, high coverage, and overcome inefficiency

Pending Publication Date: 2022-05-03
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

How to achieve fast and accurate classification of information is a test for the information push end. Related technologies use manual labeling of training data, and the cost is very high

Method used

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  • Information labeling method and device, equipment and storage medium
  • Information labeling method and device, equipment and storage medium
  • Information labeling method and device, equipment and storage medium

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Embodiment Construction

[0029] Exemplary embodiments of the present disclosure are described below in conjunction with the accompanying drawings, which include various details of the embodiments of the present disclosure to facilitate understanding, and they should be regarded as exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the disclosure. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.

[0030] Such as figure 1 As shown, the present disclosure relates to a method for labeling information, and the method may include the following steps:

[0031] S101: Match the identifier of the information to be labeled with the pre-established identifier cluster to obtain a matching result;

[0032] S102: Determine the labeling information of the specified granularit...

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PUM

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Abstract

The invention provides an information labeling method and device, equipment and a storage medium, and relates to the technical field of data processing, in particular to the fields of big data, deep learning and the like. According to the specific implementation scheme, the method comprises the following steps: matching an identifier of to-be-labeled information with a pre-established identifier cluster to obtain a matching result; according to a matching result, determining labeling information of specified granularity of the to-be-labeled information; and determining a labeling result of the to-be-labeled information by using the labeling information with the specified granularity. According to the method, the high coverage rate of the data is realized by utilizing the pre-established identification cluster, and the low efficiency of manual annotation is overcome. Due to the fact that the identification cluster has the labeling information with the specified granularity, the labeling information with the specified granularity of the identification cluster is used for labeling the to-be-labeled information, and the resource generation efficiency under different vertical classes can be achieved.

Description

technical field [0001] The present disclosure relates to the technical field of data processing, in particular to fields such as big data and deep learning, and in particular to an information labeling method, device, device, and storage medium. Background technique [0002] The rapid development of the Internet has brought people into an era of extremely rich information. A large amount of information is generated every day, and information overload has become a serious problem. How to achieve fast and accurate classification of information is a test for the information push end. Related technologies use manual labeling of training data, and the cost is very high. Contents of the invention [0003] The present disclosure provides an information labeling method, device, equipment and storage medium. [0004] According to one aspect of the present disclosure, a method for labeling information is provided, and the method may include the following steps: [0005] Match the ...

Claims

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Application Information

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IPC IPC(8): G06F16/35G06F40/216G06F40/289G06F40/30G06N3/08G06F16/9532G06F16/9535
CPCG06F16/355G06F40/289G06F40/216G06F40/30G06N3/084G06F16/9532G06F16/9535
Inventor 王恒尹凯
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD