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@@ -25,6 +25,32 @@ Based on [Flair embeddings](https://aclanthology.org/C18-1139/)
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  # Usage
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  [See our Google colab notebook](https://colab.research.google.com/drive/1Wz4ae5c65VDWanY3Vo-fj__bFjn-loL4?usp=sharing#scrollTo=2ZRSrcjuFMHO)
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  # Citation
 
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  # Usage
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+ Requires: [Flair](https://github.com/flairNLP/flair/) (pip install flair)
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+
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+ ```python
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+ #import libraries
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+ from flair.data import Sentence
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+ from flair.models import SequenceTagger
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+
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+ # load the trained model
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+ model = SequenceTagger.load("kalawinka/flair-ner-acknowledgments")
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+
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+ # create example sentence
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+ sentence = Sentence("This work was supported by State Key Lab of Ocean Engineering Shanghai Jiao Tong University and financially supported by China National Scientific and Technology Major Project (Grant No. 2016ZX05028-006-009)")
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+
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+ # predict the tags
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+ model.predict(sentence)
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+ #print output as spans
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+ for entity in sentence.get_spans('ner'):
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+ print(entity)
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+ ```
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+
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+ This produces the following output:
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+ ```
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+ ```
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+
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  [See our Google colab notebook](https://colab.research.google.com/drive/1Wz4ae5c65VDWanY3Vo-fj__bFjn-loL4?usp=sharing#scrollTo=2ZRSrcjuFMHO)
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  # Citation