ECLAIR: Competence-Level Analysis

The Emory Competence-Level AnalysIs Research (ELAIR) is a collaborative project between Emory NLP, Emory School of Nursing, Emory School of Public Health, Emory Healthcare, and Emory Human Resources to invent an industry solution for estimating competence-levels of individuals applying for certain jobs by analyzing their resumes.

• Duration: 01/2019 ~ Present

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

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.