Saisam commited on
Commit
299cf95
1 Parent(s): f7400ff

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +28 -0
README.md CHANGED
@@ -1,3 +1,31 @@
1
  ---
 
 
 
 
 
 
 
2
  license: afl-3.0
3
  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
2
+ tags:
3
+ - flair
4
+ - token-classification
5
+ - sequence-tagger-model
6
+ language: en
7
+ datasets:
8
+ - conll2003
9
  license: afl-3.0
10
  ---
11
+
12
+
13
+ Requires: **[Flair](https://github.com/flairNLP/flair/)** (`pip install flair`)
14
+
15
+ ```python
16
+ from flair.data import Sentence
17
+ from flair.models import SequenceTagger
18
+ # load tagger
19
+ tagger = SequenceTagger.load("Saisam/Inquirer_ner")
20
+ # make example sentence
21
+ sentence = Sentence("George Washington went to Washington")
22
+ # predict NER tags
23
+ tagger.predict(sentence)
24
+ # print sentence
25
+ print(sentence)
26
+ # print predicted NER spans
27
+ print('The following NER tags are found:')
28
+ # iterate over entities and print
29
+ for entity in sentence.get_spans('ner'):
30
+ print(entity)
31
+ ```