diff --git a/docs/README.md b/docs/README.md
index 2ef6e5a73..41720ae5e 100644
--- a/docs/README.md
+++ b/docs/README.md
@@ -4,7 +4,9 @@ This folder contains oneMath documentation in reStructuredText (rST) format.
 
 The documentation build step is skipped by default.
 To enable building documentation from the main build, set `-DBUILD_DOC=ON`.
-For more information see [Building with CMake](../README.md#building-with-cmake).
+
+Make sure you have Sphinx installed:
+`pip install sphinx`
 
 To build documentation only, use the following commands from the current folder:
 ```bash
diff --git a/docs/create_new_backend.rst b/docs/create_new_backend.rst
index a3e3c3c4a..421771ad8 100644
--- a/docs/create_new_backend.rst
+++ b/docs/create_new_backend.rst
@@ -366,7 +366,7 @@ Here is the list of files that should be created/updated to integrate the new wr
         +       PUBLIC ONEMATH::NEWLIB::NEWLIB
             )
 
-Now you can build the backend library for ``newlib`` to make sure the third-party library integration was completed successfully (for more information, see `Build with cmake <../README.md#building-with-cmake>`_)
+Now you can build the backend library for ``newlib`` to make sure the third-party library integration was completed successfully (for more information, see `Building the Project with DPC++ <https://oneapi-src.github.io/oneMKL/building_the_project_with_dpcpp.html>`_)
 
 .. code-block:: bash
 
@@ -463,7 +463,7 @@ Update the following files to enable the new third-party library for unit tests:
      +      devices.push_back(sycl::device(sycl::host_selector()));
      +  #endif
 
-Now you can build and run functional testing for enabled third-party libraries (for more information see `Build with cmake <../README.md#building-with-cmake>`_).
+Now you can build and run functional testing for enabled third-party libraries (for more information see `Building the Project with DPC++ <https://oneapi-src.github.io/oneMKL/building_the_project_with_dpcpp.html>`_).
 
 .. code-block:: bash