diff --git a/docs/cugraph/source/nx_cugraph/benchmarks.md b/docs/cugraph/source/nx_cugraph/benchmarks.md
index 45085c133a..9e0718159f 100644
--- a/docs/cugraph/source/nx_cugraph/benchmarks.md
+++ b/docs/cugraph/source/nx_cugraph/benchmarks.md
@@ -9,7 +9,7 @@ We ran several commonly used graph algorithms on both `networkx` and `nx-cugraph
![bench-image](../_static/bc_benchmark.png)
Results from running this BenchmarkBenchmark
@@ -23,4 +23,4 @@ Below are the steps to reproduce the results on your own.
4. Install the latest `nx-cugraph` by following the [Installation Guide](installation.md)
-5. Follow the instructions written in the README [here](https://github.com/rapidsai/cugraph/blob/HEAD/benchmarks/nx-cugraph/pytest-based)
+5. Follow the instructions written in the README [here](https://github.com/rapidsai/nx-cugraph/blob/HEAD/benchmarks/nx-cugraph/pytest-based/README.md)
diff --git a/docs/cugraph/source/nx_cugraph/supported-algorithms.rst b/docs/cugraph/source/nx_cugraph/supported-algorithms.rst
index b984af5abb..ed31ec73ae 100644
--- a/docs/cugraph/source/nx_cugraph/supported-algorithms.rst
+++ b/docs/cugraph/source/nx_cugraph/supported-algorithms.rst
@@ -352,4 +352,4 @@ Generators
To request nx-cugraph backend support for a NetworkX API that is not listed
-above, visit the `cuGraph GitHub repo `_.
+above, visit the `nx-cugraph GitHub repo `_.