Science Score: 57.0%
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✓CITATION.cff file
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✓codemeta.json file
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✓.zenodo.json file
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✓DOI references
Found 1 DOI reference(s) in README -
○Academic publication links
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○Scientific vocabulary similarity
Low similarity (4.0%) to scientific vocabulary
Repository
Data Augmentation for NLP tasks using wikidata
Basic Info
- Host: GitHub
- Owner: oeg-upm
- License: apache-2.0
- Language: Jupyter Notebook
- Default Branch: main
- Size: 1.54 MB
Statistics
- Stars: 3
- Watchers: 6
- Forks: 1
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
Widaug
Widaug is a data augmentation system for named entity recognition (NER) using Wikdiata.
Install
python setup.py install
Experiments
The core of the experiment performed for the SEPLN paper is provided in the folder experiments/sepln2022
Acknowledgments
Financed by the European UnionNextGenerationEU (UP2021-035), by the SmarTerp Project (EIT-Digital21184) and by the project HCommonK(RTC2019-007134-7, funded by MCIN/AEI/10.13039/501100011033).
Paper Citation
bibtext
@article{calleja2023widaug,
title={Widaug. Data augmentation for named entity recognition using Wikidata},
author={Calleja, Pablo and S{\'a}nchez, Alberto and Corcho, Oscar},
journal={Procesamiento del Lenguaje Natural},
volume={70},
pages={145--155},
year={2023}
}
Owner
- Name: Ontology Engineering Group (UPM)
- Login: oeg-upm
- Kind: organization
- Email: oeg-dev@delicias.dia.fi.upm.es
- Location: Boadilla del Monte, Madrid, Spain
- Website: https://oeg.fi.upm.es/
- Repositories: 294
- Profile: https://github.com/oeg-upm
Citation (CITATION.cff)
cff-version: 1.2.0
message: "Si utilizas este trabajo, por favor cita el siguiente artículo:"
title: "Widaug. Data augmentation for named entity recognition using Wikidata"
authors:
- family-names: Calleja
given-names: P.
- family-names: Sánchez
given-names: A.
- family-names: Corcho
given-names: O.
date-released: 2023-09-01
version: "1.0.0"
doi: 10.26342/2023-70-12
url: https://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/6489
type: article
journal: Procesamiento del Lenguaje Natural
volume: 70
startpage: 145
endpage: 155
GitHub Events
Total
- Watch event: 2
- Push event: 1
Last Year
- Watch event: 2
- Push event: 1
Dependencies
- datasets ==2.4.0
- seqeval ==1.2.2
- transformers ==4.21.0
- line.strip *