YAML Metadata 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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Token Classification

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