MODELS

ℹ️ Model Overview

Name	de_ent_ddpatent01 & de_ent_ddpatent02
Language	German (de)
Pipeline	ner
Authors	Bergeaud and Verluise
Date (last)	02/2021
License	MIT

👷 Training

FORMAT=ddpatent01  # ddpatent02
spacy train configs/de_t2vner.cfg --paths.train data/train_ent_${FORMAT}.spacy --paths.dev data/train_ent_${FORMAT}.spacy --output models/de_ent_${FORMAT}

🔮 Model Performance

de_ent_ddpatent01/model-best

	ALL	ASG	INV	LOC	OCC
p	0.99	0.99	0.96	0.99	0.99
r	0.99	0.99	0.96	0.99	1
f	0.99	0.99	0.96	0.99	0.99

de_ent_ddpatent02/model-best

	ALL	ASG	INV	LOC	OCC
p	0.95	0.94	0.95	0.98	0.94
r	0.94	0.87	0.97	0.95	0.94
f	0.95	0.91	0.96	0.96	0.94

🎯 Intended use

de_ent_ddpatent0* have been specifically trained on DD patents. The model's performances are not guaranteed out of this scope.

🔂 Versions and alternative approaches

Version	Comment
0.1	ner - spaCy v2
1.0	ner - spaCy v3