ECLAIR: Competence-Level Analysis

The Emory Competence-Level AnalysIs Research (ELAIR) is a collaborative initiative involving Emory NLP, Emory School of Nursing, Emory School of Public Health, Emory Healthcare, and Emory Human Resources to develop an innovative industry solution for estimating the competence levels of individuals who apply for specific job positions by analyzing their resumes.

• Funded by the Georgia CTSA Pilot Grant: Round 86
• Duration: 01/2019 ~ 08/2022

Directors

• Elaine Fisher - Professor at School of Nursing, Emory University
• Stephen Pittard - Senior Project Manager at School of Public Health, Emory University
• Jinho Choi - Associate Professor of Computer Science, Emory University
• Rebecca Thomas - Director of Clinical Research Nursing, Emory Healthcare
• Vicki Hertzberg - Professor at School of Nursing, Emory University

Distributions

• The original model (Li et al., 2020)
• Upgraded model

Publications

• Competence-Level Prediction & Job Description Matching Using Context-Aware Transformer Models. Li, C.; Fisher, E.; Thomas, R.; Pittard, S.; Hertzberg, V.; and Choi, J. D. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020.