jfrei/de_GPTNERMED_gbert

Gbert-based model of the GPTNERMED German NER model for medical entities.

See our published paper at: https://doi.org/10.1016/j.jbi.2023.104478
The preprint paper is available at: https://arxiv.org/abs/2208.14493

If you like our work, give us a star on our GitHub repository: https://github.com/frankkramer-lab/GPTNERMED

Feature	Description
Name	de_GPTNERMED_gbert
Version	1.0.0
spaCy	>=3.4.1,<3.5.0
Default Pipeline	transformer, ner
Components	transformer, ner
Vectors	0 keys, 0 unique vectors (0 dimensions)
Sources	n/a
License	n/a
Author	Johann Frei

Label Scheme

View label scheme (3 labels for 1 components)

Component	Labels
ner	Diagnose, Dosis, Medikation

Accuracy

Type	Score
ENTS_F	91.15
ENTS_P	90.22
ENTS_R	92.10
TRANSFORMER_LOSS	32882.59
NER_LOSS	56921.35