Search Results for author: Vicki Hertzberg

Found 2 papers, 0 papers with code

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

no code implementations EMNLP 2020 Changmao Li, Elaine Fisher, Rebecca Thomas, Steve Pittard, Vicki Hertzberg, Jinho D. Choi

Given this dataset, novel transformer-based classification models are developed for two tasks: the first task takes a resume and classifies it to a CRC level (T1), and the second task takes both a resume and a job description to apply and predicts if the application is suited to the job (T2).

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

no code implementations5 Nov 2020 Changmao Li, Elaine Fisher, Rebecca Thomas, Steve Pittard, Vicki Hertzberg, Jinho D. Choi

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.

Cannot find the paper you are looking for? You can Submit a new open access paper.