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- license: mit
 
 
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+ language: de
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+ datasets:
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+ - Legal-Entity-Recognition
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  ---
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+
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+ ### German BERT for Legal NER
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+
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+ #### Use:
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+
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+ ```python
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+ from transformers import pipeline
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+ from transformers import AutoTokenizer, AutoModelForTokenClassification
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+
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+ tokenizer = AutoTokenizer.from_pretrained("harshildarji/gbert-legal-ner", use_auth_token="AUTH_TOKEN")
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+ model = AutoModelForTokenClassification.from_pretrained("harshildarji/gbert-legal-ner", use_auth_token="AUTH_TOKEN")
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+
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+ ner = pipeline("ner", model=model, tokenizer=tokenizer)
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+ example = "1. Das Bundesarbeitsgericht ist gemäß § 9 Abs. 2 Satz 2 ArbGG iVm. § 201 Abs. 1 Satz 2 GVG für die beabsichtigte Klage gegen den Bund zuständig ."
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+
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+ results = ner(example)
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+ print(results)
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+ ```