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flair-de-ner
julien-c/flair-de-ner
flair-de-ner is a token classification model from julien-c. Use it when you need labels on individual words, such as names. It is set up for flair.
Imported from https://nlp.informatik.hu-berlin.de/resources/models/de-ner/
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At a glance
- Task
- Token Classification
- Library
- flair
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Nov 26, 2020
- SHA
- 7f979744
Datasets
Model card
From the Hugging Face model README
Flair NER model de-ner-conll03-v0.4.pt
Imported from https://nlp.informatik.hu-berlin.de/resources/models/de-ner/
Demo: How to use in Flair
from flair.data import Sentence
from flair.models import SequenceTagger
sentence = Sentence(
"Mein Name ist Julien, ich lebe zurzeit in Paris, ich arbeite bei Hugging Face, Inc."
)
tagger = SequenceTagger.load("julien-c/flair-de-ner")
# predict NER tags
tagger.predict(sentence)
# print sentence with predicted tags
print(sentence.to_tagged_string())
yields the following output:
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> .
Thanks @stefan-it for the Flair integration ❤️ 🔥
- Task
- Token Classification
- Library
- flair
- Languages
- de
- Created
- Mar 2, 2022
- Updated
- Nov 26, 2020