MODELS

ℹ️ Model Overview

Name	en_ent_gbpatent01
Language	English (en)
Pipeline	ner
Authors	Bergeaud and Verluise
Date (last)	02/2021
License	MIT

👷 Training

FORMAT=gbpatent01
spacy train configs/en_t2vner.cfg --paths.train data/train_ent_${FORMAT}.spacy --paths.dev data/train_ent_${FORMAT}.spacy --output models/en_ent_${FORMAT}

🔮 Model Performance

en_ent_gbpatent01/model-best

	ALL	ASG	CIT	INV	LOC	OCC
p	0.93	0.93	0.96	0.95	0.92	0.9
r	0.94	0.92	0.96	0.96	0.92	0.86
f	0.94	0.93	0.96	0.96	0.92	0.88

🎯 Intended use

en_ent_gbpatent01 has been specifically trained on GB patents GB189317126A to GB2000001A (excluded). The model's performances are not guaranteed out of this scope.

🔂 Versions and alternative approaches

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