Update README.md

README.md

@@ -8,4 +8,14 @@ size_categories:
 
 ### Dataset Summary
 
-First 10k rows of the scientific_papers["pubmed"] dataset. 10:1:1 split.
+First 10k rows of the scientific_papers["pubmed"] dataset. 10:1:1 split.
+
+### Usage
+
+```
+from datasets import load_dataset
+
+train_dataset = load_dataset("ronitHF/pubmed-10k", split="train")
+val_dataset = load_dataset("ronitHF/pubmed-10k", split="validation")
+test_dataset = load_dataset("ronitHF/pubmed-10k", split="test")
+```