Update README.md

README.md

@@ -34,8 +34,16 @@ The version shared here is the version proposed by (Ravgofel et al., 2020) which
 
 The dataset is divided between train (257,000 samples), test (99,000 samples) and dev (40,000 samples) sets.
 
+To load each all splits ('train', 'dev', 'test'), use the following code :
+```python 
+train_dataset = load_dataset("LabHC/bias_in_bios", split='train')
+test_dataset = load_dataset("LabHC/bias_in_bios", split='test')
+dev_dataset = load_dataset("LabHC/bias_in_bios", split='dev')
+```
+
 Below are presented the classifiaction and sensitive attribtues labels and their proportion. Distributions are similar through the three sets.
 
+
 #### Classification labels
 
 | Profession | Numerical label | Proportion (%)| | Profession | Numerical label | Proportion (%)|