Update README.md

README.md

@@ -48,11 +48,11 @@ This dataset consists of four splits (folders) based on tasks and datasets inclu
 - clf_num: Task identifier for classification on numerical features.
 - clf_cat: Task identifier for classification on categorical features.
 
-Depending on the dataset you want to load, you can load the dataset by passing `task_name/dataset_name` to `data_file` argument of `load_dataset` like below:
+Depending on the dataset you want to load, you can load the dataset by passing `task_name/dataset_name` to `data_files` argument of `load_dataset` like below:
 
 ```python
 from datasets import load_dataset
-dataset = load_dataset("inria_soda/tabular-benchmark", data_file="reg_cat/house_sales.csv")
+dataset = load_dataset("inria_soda/tabular-benchmark", data_files="reg_cat/house_sales.csv")
 ```