Datasets:
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---
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# JobBERT evaluation dataset 💾
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This is the official repository containing the evaluation data that was used for the [JobBERT paper](https://arxiv.org/abs/2109.09605). This dataset is a list of vacancy titles, each tagged with an <cite>[ESCO][1]</cite> (v1.0.5) occupation.
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The full dataset is split into two files in a stratified way by class distribution. This data was automatically collected from a large <cite>[governmental job board][2]</cite>.
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[1]: https://ec.europa.eu/esco/portal/occupation
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[2]: https://www.myfuturejobs.gov.my/
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Access the JobBERT paper here: https://arxiv.org/abs/2109.09605
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## BibTeX Citation
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If you use this dataset in a scientific publication, we would appreciate using the following citation:
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```
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@inproceedings{8720079,
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author = {{Decorte, Jens-Joris and Van Hautte, Jeroen and Demeester, Thomas and Develder, Chris}},
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booktitle = {{FEAST, ECML-PKDD 2021 Workshop, Proceedings}},
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language = {{eng}},
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location = {{Online}},
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pages = {{9}},
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title = {{JobBERT : understanding job titles through skills}},
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url = {{https://feast-ecmlpkdd.github.io/papers/FEAST2021_paper_6.pdf}},
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year = {{2021}},
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}
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```
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