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Julien Chaumond
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metadata
tags:
  - flair
  - token-classification
  - sequence-tagger-model
language: en
datasets:
  - conll2003
inference: false

Flair NER model en-ner-conll03-v0.4.pt

Imported from https://nlp.informatik.hu-berlin.de/resources/models/ner/

Demo: How to use in Flair

from flair.data import Sentence
from flair.models import SequenceTagger

sentence = Sentence(
    "My name is Julien, I currently live in Paris, I work at Hugging Face, Inc."
)

tagger = SequenceTagger.load("julien-c/flair-ner")


# predict NER tags
tagger.predict(sentence)

# print sentence with predicted tags
print(sentence.to_tagged_string())

yields the following output:

My name is Julien <S-PER> , I currently live in Paris <S-LOC> , I work at Hugging <B-LOC> Face <E-LOC> .

Thanks @stefan-it for the Flair integration ❤️ 🔥