Vacancy-resume matching dataset, with human ground truth rankings File list:
5_vacancies.csv List of 5 selected vacancies from data.world on which human evaluation was conducted
CV/ Directory containing 65 resumes in .docx format, anonymized
annotations-for-the-first-30-cvs.txt human rankings of 5 resumes for CV files 1-30 produced by two human annotators
annotation_instructions.docs Instructions received from a senior HR specialist
If you use any part of this data, please cite the following paper:
@Article{info14080468,
AUTHOR = {Vanetik, Natalia and Kogan, Genady},
TITLE = {Job Vacancy Ranking with Sentence Embeddings, Keywords, and Named Entities},
JOURNAL = {Information},
VOLUME = {14},
YEAR = {2023},
NUMBER = {8},
ARTICLE-NUMBER = {468},
URL = {https://www.mdpi.com/2078-2489/14/8/468},
ISSN = {2078-2489},
DOI = {10.3390/info14080468} }