Julien Chaumond
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Create README.md
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README.md
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---
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tags:
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- flair
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- token-classification
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- sequence-tagger-model
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language: de
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datasets:
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- conll2003
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---
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## Flair NER model `de-ner-conll03-v0.4.pt`
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Imported from https://nlp.informatik.hu-berlin.de/resources/models/de-ner/
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### Demo: How to use in Flair
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```python
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from flair.data import Sentence
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from flair.models import SequenceTagger
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sentence = Sentence(
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"Mein Name ist Julien, ich lebe zurzeit in Paris, ich arbeite bei Hugging Face, Inc."
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)
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tagger = SequenceTagger.load("julien-c/flair-de-ner")
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# predict NER tags
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tagger.predict(sentence)
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# print sentence with predicted tags
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print(sentence.to_tagged_string())
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```
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yields the following output:
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> `Mein Name ist Julien <S-PER> , ich lebe zurzeit in Paris <S-LOC> , ich arbeite bei Hugging <B-ORG> Face <E-ORG> , Inc <S-ORG> .`
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### Thanks [@stefan-it](https://huggingface.co/stefan-it) for the Flair integration ❤️ 🔥
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