About this document
2020 Emnlp-Main 679 by sobiya2080-0081 is a document available to read on EtoBox.
This paper explores the use of context-aware transformer models for predicting competence levels and matching resumes to job descriptions, specifically for Clinical Research Coordinator positions. A dataset of 6,492 resumes was created and annotated to classify candidates into four levels of competence, achieving a Kappa score of 61% for inter-annotator agreement. The proposed models demonstrate improved accuracy in matching resumes to job requirements, with results of 73.3% for competence classification an
- Author
- sobiya2080-0081
- Language
- EN