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---
license: cc
task_categories:
- text-classification
language:
- en
tags:
- Skill Extraction
- Synthetic Data
pretty_name: Synthetic ESCO skill sentences
size_categories:
- 100K<n<1M
---
# Synthetic job ads for all ESCO skills
## Dataset Description
- **Homepage:** coming soon
- **Repository:** coming soon
- **Paper:** https://arxiv.org/abs/2307.10778
- **Point of Contact:** [email protected]
### 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}
}
``` |