Update README.md

README.md

@@ -25,6 +25,32 @@ Based on [Flair embeddings](https://aclanthology.org/C18-1139/)
 
 # Usage
 
+Requires: [Flair](https://github.com/flairNLP/flair/) (pip install flair)
+
+```python
+#import libraries
+from flair.data import Sentence
+from flair.models import SequenceTagger
+
+# load the trained model
+model = SequenceTagger.load("kalawinka/flair-ner-acknowledgments")
+
+# create example sentence
+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)")
+
+# predict the tags
+model.predict(sentence)
+#print output as spans
+for entity in sentence.get_spans('ner'):
+    print(entity)
+```
+
+This produces the following output:
+
+```
+
+```
+
 [See our Google colab notebook](https://colab.research.google.com/drive/1Wz4ae5c65VDWanY3Vo-fj__bFjn-loL4?usp=sharing#scrollTo=2ZRSrcjuFMHO)
 
 # Citation