Resume analysis method and device, electronic equipment and storage medium
A parsing method and resume technology, applied in the field of data processing, can solve the problems of insufficient recall rate and low accuracy rate of resume parsing, and achieve the effect of easy maintenance and update, and improved robustness
Pending Publication Date: 2020-02-11
BEIJING BYTEDANCE NETWORK TECH CO LTD
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[0005] Therefore, the first purpose of this disclosure is to propose a resume parsing method, which solves the technical problems of insufficient recall and low accuracy of resume parsing in the prior art, and fills in attributes based on core entities. Resume parsing greatly improves the accuracy and robustness of resume parsing, and makes it easier to maintain and update
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[0062] Embodiments of the present disclosure are described in detail below, examples of which are illustrated in the drawings, in which 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 disclosure and should not be construed as limiting the present disclosure.
[0063] The following describes the resume parsing method, device, electronic device and storage medium of the embodiments of the present disclosure with reference to the accompanying drawings.
[0064] In view of the technical problems mentioned in the background technology that the recall rate and accuracy rate of resume parsing in the prior art is not high enough, this disclosure proposes a resume parsing method, which recognizes resumes through a preset named entity recognition algorithm , to obtain multiple candidate c...
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The invention provides a resume analysis method and device, electronic equipment and a storage medium, and the method comprises the steps: recognizing a resume through a preset named entity recognition algorithm, and obtaining a plurality of candidate core entities; obtaining each entity in the text information corresponding to each candidate core entity; filling the plurality of attribute fieldscorresponding to each candidate core entity according to each entity in the text information corresponding to each candidate core entity to generate structured data corresponding to each candidate core entity; and generating resume content corresponding to the resume according to the structured data corresponding to each candidate core entity. Therefore, the technical problems of low recall rate and low accuracy of resume analysis in the prior art are solved, and resumes are analyzed in a mode of attribute filling based on core entities, so that the accuracy and robustness of resume analysisare greatly improved, and the resume analysis is easier to maintain and update.
Description
technical field [0001] The present disclosure relates to the technical field of data processing, and in particular to a resume analysis method, device, electronic equipment and storage medium. Background technique [0002] At present, the basic method for extracting work experience, project experience, and education experience in resume parsing is to identify all entities that appear in the resume by first identifying named entities, and then extract relevant information in work experience, project experience, and education experience information based on rule templates. Fields form a history. [0003] However, there are some problems in the existing methods of extracting work experience, project experience, and education experience based on rule templates. The expressions of work experience, project experience, and education experience in resumes vary widely, and it is difficult to exhaustively list all the rule templates, which leads to analysis problems. The recall rate ...
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Login to View More IPC IPC(8): G06F40/205G06F40/295G06Q10/10
CPCG06Q10/105
Inventor 罗强
Owner BEIJING BYTEDANCE NETWORK TECH CO LTD