National University of Defense Technology

Miao Jiang

Fei Cai

Honghui Chen

Taihua Shao

Xin Zhang

Chengyu Song

Siyuan Wang

Mengru Wang

Dengfeng Liu

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.

Method for predicting matching degree between resume and post, and related device

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Hunan, China

Miao Jiang