Competence-Level Prediction and Resume & Job Description Matching Using Context-Aware Transformer Models

Changmao Li
Changmao Li
Elaine Fisher
Elaine Fisher
Rebecca Thomas
Rebecca Thomas
Steve Pittard
Steve Pittard
Vicki Hertzberg
Vicki Hertzberg

empirical methods in natural language processing, pp. 8456-8466, 2020.

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Abstract:

This paper presents a comprehensive study on resume classification to reduce the time and labor needed to screen an overwhelming number of applications significantly, while improving the selection of suitable candidates. A total of 6,492 resumes are extracted from 24,933 job applications for 252 positions designated into four levels of ex...More

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