diff --git a/README.md b/README.md
index 6b444d74f0..4b1eade1d2 100644
--- a/README.md
+++ b/README.md
@@ -92,7 +92,7 @@ Supported methods:
 
 ## Installation
 
-Please refer to [get_started.md](docs/get_started.md#installation) for installation and dataset preparation.
+Please refer to [get_started.md](docs/get_started.md#installation) for installation and [dataset_prepare.md](docs/dataset_prepare.md#prepare-datasets) for dataset preparation.
 
 ## Get Started
 
diff --git a/docs/get_started.md b/docs/get_started.md
index aa6c7fe5b8..23e6a52866 100644
--- a/docs/get_started.md
+++ b/docs/get_started.md
@@ -162,7 +162,7 @@ PYTHONPATH="$(dirname $0)/..":$PYTHONPATH
 
 ## Verification
 
-To verify whether MMSegmentation and the required environment are installed correctly, we can run sample python codes to initialize a detector and inference a demo image:
+To verify whether MMSegmentation and the required environment are installed correctly, we can run sample python codes to initialize a segmentor and inference a demo image:
 
 ```python
 from mmseg.apis import inference_segmentor, init_segmentor