Update README.md

README.md

@@ -47,7 +47,7 @@ from datasets import load_dataset
 
 # Load the training, validation and test (IID) splits
 train = load_dataset("McGill-NLP/weblinx", "train")
-valid = load_dataset("McGill-NLP/weblinx", "valid")
+valid = load_dataset("McGill-NLP/weblinx", "validation")
 test = load_dataset("McGill-NLP/weblinx", "test")
 
 # Load one of the 4 out-of-domain splits (test_web, test_vis, test_geo, test_cat)