Update README.md

README.md

@@ -48,8 +48,8 @@ model = AutoModel.from_pretrained("nlpaueb/sec-bert-base")
 
 ## Pre-process Text
 
-In order to use SEC-BERT-NUM, you have to pre-process texts replacing every numerical token with a corresponding shape pseudo token from a list of 214 predefined shape pseudo tokens. If the numerical token does not correspond to any shape pseudo token we replace it with the [NUM] pseudo-token.
-Below there is an example of how you can pre-process a simple sentence. This approach is quite simple, feel free to modify it as you see fit.
+To use SEC-BERT-SHAPE, you have to pre-process texts replacing every numerical token with the corresponding shape pseudo-token from a list of 214 predefined shape pseudo-tokens. If the numerical token does not correspond to any shape pseudo token we replace it with the [NUM] pseudo-token.
+Below there is an example of how you can pre-process a simple sentence. This approach is quite simple; feel free to modify it as you see fit.
 
 ```python
 import re