TechWolf/skill-extraction-techwolf

Skill Extraction with ESCO skills - TechWolf subset

Dataset Summary

The TECHWOLF subset, although smaller, represents a more generic distribution of job descriptions and skill spans. ESCO skills are directly annotated on the full sentence level, thus omitting the intermediate span identification step. ESCO v1.1.0 is used.

This dataset is part of a three-part evaluation dataset for skill extraction:

1. skill-extraction-tech
2. skill-extraction-house
3. skill-extraction-techwolf

Citation Information

If you use this dataset, please include the following reference:

@article{decorte2023extreme,
  title={Extreme multi-label skill extraction training using large language models},
  author={Decorte, Jens-Joris and Verlinden, Severine and Van Hautte, Jeroen and Deleu, Johannes and Develder, Chris and Demeester, Thomas},
  journal={arXiv preprint arXiv:2307.10778},
  year={2023}
}