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e41a47a
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Add new SequenceTagger model.

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  1. README.md +35 -0
  2. pytorch_model.bin +3 -0
README.md ADDED
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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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+ ---
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+
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+ ### Demo: How to use in Flair
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+
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+ Requires:
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+ - **[Flair](https://github.com/flairNLP/flair/)** (`pip install flair`)
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+
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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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+
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+ # load tagger
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+ tagger = SequenceTagger.load("alanakbik/test-push-public")
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+
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+ # make example sentence
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+ sentence = Sentence("On September 1st George won 1 dollar while watching Game of Thrones.")
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+
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+ # predict NER tags
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+ tagger.predict(sentence)
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+
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+ # print sentence
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+ print(sentence)
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+
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+ # print predicted NER spans
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+ print('The following NER tags are found:')
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+
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+ # iterate over entities and print
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+ for entity in sentence.get_spans('ner'):
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+ print(entity)
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+ ```
pytorch_model.bin ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:a2e2dd4f7f6581f272bcd6afc59b2f89539b0e3ede1a1a295aca785bf64f1bda
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+ size 243658360