JobBERT evaluation dataset 💾

JobBERT publication

This is the official repository containing the evaluation data that was used for the JobBERT paper. This dataset is a list of vacancy titles, each tagged with an ESCO occupation. The full dataset is split into two files in a stratified way by class distribution. The titles.csv file was used for validation during training, while the titles.test.csv file was used to determine the final performance of the trained models.

ℹ️ This data was automatically collected from a large governmental job board.

BibTeX Citation

If you use this dataset in a scientific publication, we would appreciate using the following citation:

@inproceedings{8720079,
  author       = {{Decorte, Jens-Joris and Van Hautte, Jeroen and Demeester, Thomas and Develder, Chris}},
  booktitle    = {{FEAST, ECML-PKDD 2021 Workshop, Proceedings}},
  language     = {{eng}},
  location     = {{Online}},
  pages        = {{9}},
  title        = {{JobBERT : understanding job titles through skills}},
  url          = {{https://feast-ecmlpkdd.github.io/papers/FEAST2021_paper_6.pdf}},
  year         = {{2021}},
}