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- "hello"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ language: de
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+ tags:
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+ - pytorch
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+ - tf
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+ - bert
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+ - NER
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+ datasets:
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+ - legal entity recognition
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+
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+ ---
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+
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+ ### NER model trained on BERT
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+
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+ MODEL used for fine tuning is GBERT Large by deepset.ai
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+
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+
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+
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+ ## Test
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+ Accuracy: 98
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+ F1: 84.1
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+ Precision: 82.7
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+ Recall: 85.5
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+
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+ ## Model inferencing:
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+ ```python
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+ !pip install -q transformers
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+ from transformers import pipeline
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+
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+ ner = pipeline(
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+ "ner",
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+ model="Sahajtomar/NER_legal_de",
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+ tokenizer="Sahajtomar/NER_legal_de")
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+
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+ nlp_ner("Für eine Zuständigkeit des Verwaltungsgerichts Berlin nach § 52 Nr. 1 bis 4 VwGO hat der \
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+ Antragsteller keine Anhaltspunkte vorgetragen .")
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+
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+ ```