diff --git a/README.md b/README.md
index fa7372d1..12209542 100644
--- a/README.md
+++ b/README.md
@@ -9,7 +9,7 @@ YAML configuration files. The main idea behind the
 project is to easily maintain up-to-date diagrams within a code-base or document
 legacy code. The configuration file or files for `clang-uml` define the
 type and contents of each generated diagram.
-Currently the diagrams are generated in [PlantUML](https://plantuml.com) format.
+Currently, the diagrams are generated in [PlantUML](https://plantuml.com) format.
 
 `clang-uml` currently supports C++ up to version 17.
 
@@ -46,7 +46,7 @@ More comprehensive documentation can be found [here](./docs/README.md).
 
 ## Installation
 
-Installation instruction for `Linux`, `macos` and `Windows` can be found [here](./docs/installation.md).
+Installation instructions for `Linux`, `macos` and `Windows` can be found [here](./docs/installation.md).
 
 ## Usage
 
@@ -403,6 +403,8 @@ exclude:
     - clanguml::common::ClassF
 ```
 
+More details on this can be found in the [diagram filters](./docs/diagram_filters.md) documentation section.
+
 ### Test cases
 
 The build-in test cases used for unit testing of the `clang-uml`, can be browsed [here](./docs/test_cases.md).
@@ -420,7 +422,7 @@ This project relies on the following great tools:
 
 ## Contributing
 
-If you would like to contribute to the project, please checkout [contributing guidelines](./CONTRIBUTING.md).
+If you would like to contribute to the project, please check out [contributing guidelines](./CONTRIBUTING.md).
 
 ## LICENSE