typo

README.md

@@ -56,7 +56,7 @@ python setup.py install
 
 * **`torch_geometric_autoscale/`** contains the source code of *PyGAS*
 * **`examples/`** contains examples to demonstrate how to apply GAS in practice
-* **`small_benchmark/`** contains the experiments to validate resembling of full-batch performance
+* **`small_benchmark/`** contains the experiments to validate that GAS resembles full-batch performance
 * **`large_benchmark/`** contains the experiments on large-scale graphs
 
 We use [**Hydra**](https://hydra.cc/) to manage hyperparameter configurations.