diff --git a/examples/README.md b/examples/README.md
index 1eae1294..4e13ed84 100644
--- a/examples/README.md
+++ b/examples/README.md
@@ -1,19 +1,16 @@
 # Examples for TensorFlow Transform
 
 ## Simple Example
-See [getting started guide] (../getting_started.md).
+See [getting started guide](../getting_started.md).
 
 ## Census Example
 The "Census Income" dataset is provided by the [UCI Machine Learning
 Repository](https://archive.ics.uci.edu/ml/datasets/Census+Income). This dataset
-contains both categorical and numeric data. See the [getting started guide]
-(../getting_started.md) for more details.  For information on running the
-example, see the [Downloading the Census dataset]
-(../getting_started_guide.md#Downloading the Census dataset) section.
+contains both categorical and numeric data. See the [getting started guide](../getting_started.md) for more details.  For information on running the
+example, see the [Downloading the Census dataset](../getting_started.md#downloading-the-census-dataset) section.
 
 ## Sentiment Analysis Example
 
 This example is similar to the `census_example.py` example but there are some
 differences. More extensive Beam processing is required before tf.Transform is
-invoked. See the [sentiment example guide]
-(sentiment_example.md#Downloading the Census dataset) for more information.
+invoked. See the [sentiment example guide](sentiment_example.md#sentiment-analysis) for more information.