Skill Extraction Datasets
Collection
Datasets for skill extraction from job ads, annotated with ESCO skills on sentence or span level. • 5 items • Updated • 2
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Synthetic job ads for all ESCO skills
Dataset Summary
This dataset contains 10 synthetically generated job ad sentences for almost all (99.5%) skills in ESCO v1.1.0.
Languages
We use the English version of ESCO, and all generated sentences are in English.
Dataset Structure
The dataset consists of 138,260 (sentence, skill) pairs.
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}
}
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Homepage:
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Repository:
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Paper:
arxiv.org
Point of Contact:
jensjoris@techwolf.ai
Total file size:
18.9 MB