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Spacy - HOME-Alcar - Location

This model detects Location entities in Latin.

Model description

The model has been trained using the Spacy v2 library on the HOME-Alcar document annotations to detect the person and location entities. The model is compatible with version 2.3.5 of Spacy and incompatible with versions 3.x.x.

Evaluation results

The model achieves the following results on HOME-Alcar:

tag predicted matched Precision Recall F1 Support
PERS 18,915 18,706 0.989 0.996 0.992 18,783
LOC 27,541 27,165 0.986 0.987 0.987 27,528
All 46,456 45,871 0.987 0.990 0.989 46,311

How to use?

Please refer to the Spacy library to use this model.

Cite us!

@inproceedings{spacy2022,
    author = {Monroc, Claire Bizon and Miret, Blanche and Bonhomme, Marie-Laurence and Kermorvant, Christopher},
    title = {{A Comprehensive Study Of Open-Source Libraries For Named Entity Recognition On Handwritten Historical Documents}},
    year = {2022},
    isbn = {978-3-031-06554-5},
    url = {https://doi.org/10.1007/978-3-031-06555-2_29},
    doi = {10.1007/978-3-031-06555-2_29},
    booktitle = {Document Analysis Systems: 15th IAPR International Workshop, DAS 2022, La Rochelle, France, May 22–25, 2022, Proceedings},
    pages = {429–444},
    numpages = {16},
}
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