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+

README.md

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+---
+tags:
+  - flair
+  - token-classification
+  - sequence-tagger-model
+---
+
+### Demo: How to use in Flair
+
+Requires:
+
+- **[Flair](https://github.com/flairNLP/flair/)>=0.14.0** (`pip install flair` or `pip install git+https://github.com/flairNLP/flair.git`)
+
+```python
+from flair.data import Sentence
+from flair.nn import Classifier
+from flair.tokenization import SciSpacyTokenizer
+
+# load tagger
+tagger = Classifier.load("regel-corpus/hunflair2-regel-tissue")
+
+# make example sentence
+sentence = Sentence("TNF-like factor that is both produced by osteoblasts, mesenchymal cells, "
+    "and activated T cells and required for osteoclast maturation and survival."
+    use_tokenizer=SciSpacyTokenizer())
+
+# predict NER tags
+tagger.predict(sentence)
+
+# print sentence
+print(sentence)
+
+# print predicted NER spans
+print('The following NER tags are found:')
+
+# iterate over entities and print
+for entity in sentence.get_spans('ner'):
+    print(entity)
+```

pytorch_model.bin

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+oid sha256:3f75e17e418e18623245b1d33d51b14f4f9d47aa4be8343e2fc26cc301b8c2bb
+size 433760111