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Error:
"datasets[0]" with value "legal entity recognition" is not valid. If possible, use a dataset id from https://hf.co/datasets.
NER model trained on BERT
MODEL used for fine tuning is GBERT Large by deepset.ai
Test
Accuracy: 98
F1: 84.1
Precision: 82.7
Recall: 85.5
Model inferencing:
!pip install -q transformers
from transformers import pipeline
ner = pipeline(
"ner",
model="Sahajtomar/NER_legal_de",
tokenizer="Sahajtomar/NER_legal_de")
nlp_ner("Für eine Zuständigkeit des Verwaltungsgerichts Berlin nach § 52 Nr. 1 bis 4 VwGO hat der \
Antragsteller keine Anhaltspunkte vorgetragen .")
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