JobBERT
Collection
State-of-the-art, open-source job title NLP • 5 items • Updated • 1
Datasets:
Dataset Viewer
The dataset viewer is not available for this dataset.
The JWT signature verification failed. Check the signing key and the algorithm.
Error code: JWTInvalidSignature
Exception: InvalidSignatureError
Message: Signature verification failed
Traceback: Traceback (most recent call last):
File "/src/libs/libapi/src/libapi/jwt_token.py", line 286, in validate_jwt
decoded = jwt.decode(
jwt=token,
...<2 lines>...
options=options,
)
File "/usr/local/lib/python3.14/site-packages/jwt/api_jwt.py", line 368, in decode
decoded = self.decode_complete(
jwt,
...<8 lines>...
leeway=leeway,
)
File "/usr/local/lib/python3.14/site-packages/jwt/api_jwt.py", line 265, in decode_complete
decoded = self._jws.decode_complete(
jwt,
...<3 lines>...
detached_payload=detached_payload,
)
File "/usr/local/lib/python3.14/site-packages/jwt/api_jws.py", line 270, in decode_complete
self._verify_signature(
~~~~~~~~~~~~~~~~~~~~~~^
signing_input,
^^^^^^^^^^^^^^
...<4 lines>...
options=merged_options,
^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/usr/local/lib/python3.14/site-packages/jwt/api_jws.py", line 417, in _verify_signature
raise InvalidSignatureError("Signature verification failed")
jwt.exceptions.InvalidSignatureError: Signature verification failedNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
JobBERT evaluation dataset 💾
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 (v1.0.5) occupation. The full dataset is split into two files in a stratified way by class distribution. This data was automatically collected from a large governmental job board.
Access the JobBERT paper here: https://arxiv.org/abs/2109.09605
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}},
}
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