The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jun. 04, 2024
Filed:
Dec. 16, 2022
National University of Defense Technology, Hunan, CN;
Honghui Chen, Hunan, CN;
Taihua Shao, Hunan, CN;
Chengyu Song, Hunan, CN;
Miao Jiang, Hunan, CN;
Mengru Wang, Hunan, CN;
Xin Zhang, Hunan, CN;
Fei Cai, Hunan, CN;
Dengfeng Liu, Hunan, CN;
Siyuan Wang, Hunan, CN;
National University of Defense Technology, Changsha, CN;
Abstract
A method for predicting matching degree between a resume and a post, and a related device are provided in this disclosure. In the method for predicting the matching degree between the resume and the post, and the related device according to this disclosure, firstly the semi-structured keys and values in post information and resume information and their source are obtained. Then, the matching degree between the resume information and the post information is predicted by a prediction model including a cascaded pre-trained language model, a Transformer encoder and a single label classification model, based on the keys and values of a respective post information and resume information attribute, and corresponding source representations. Thus, by comprehensively searching internal interaction and external interaction of semi-structured multivariate attributes in person-post matching, the matching result is more accurate.