Update README.md

README.md

@@ -61,6 +61,7 @@ for entity in sentence.get_spans('ner'):
 ```
 
 This yields the following output:
+
 ```
 Span[22:25]: "EZEQUIEL CAMILO MARCONNI" → PER (0.9541)
 Span[27:28]: "11.222.333" → DNI (1.0)
@@ -74,9 +75,7 @@ You can also check the development repository [here](https://github.com/aymurai/
 
 # Entities and metrics
 ## Description
-```
-# TODO complete this section
-```
+Please refer to the entities' description table ([en](docs/en-entities-table.md)|[es](docs/es-entities-table.md)).
 
 ## Data
 The model was trained with a dataset of 535 legal rulings from an Argentine criminal court.
@@ -113,10 +112,10 @@ Due to the nature of the data (personal data, complaint characteristics and vict
 |                  |           |          |          |
 |         macro avg|       0.91|      0.88|      0.89|
 
-## GitHub
+# GitHub
 You can see our open-source development [here](https://github.com/AymurAI/).
 
-## Citation
+# Citation
 Please cite [the following paper](https://drive.google.com/file/d/1P-hW0JKXWZ44Fn94fDVIxQRTExkK6m4Y/view) when using AymurAI:
 
 ```bibtex