Update README.md

README.md

@@ -11,13 +11,20 @@ inference: false
 
 ## English NER in Flair (default model)
 
-This is the standard 4-class NER model for English that ships with Flair.
+This is the standard 4-class NER model for English that ships with Flair, trained on CoNLL-03. 
+
+F1-Score: **92,98**
+
+Predicts 4 tags:
+
+| **tag**                        | **meaning** |
+|---------------------------------|-----------|
+| PER         | person name | 
+| LOC         | location name | 
+| ORG         | organization name | 
+| MISC         | other name | 
+
 
-Classes: 
-PER (person name)
-LOC (location name)
-ORG (organization name)
-MISC (other names)
 
 ### Demo: How to use in Flair
 
@@ -46,6 +53,7 @@ for entity in sentence.get_spans('ner'):
 ```
 
 yields the following output:
-
-> `Span [1,2]: "George Washington"   [− Labels: PER (0.9968)]
-Span [5]: "Washington"   [− Labels: LOC (0.9994)]`
+```
+Span [1,2]: "George Washington"   [− Labels: PER (0.9968)]
+Span [5]: "Washington"   [− Labels: LOC (0.9994)]
+```