diff --git a/README.md b/README.md
index e0031dca5694..f3c11d242898 100644
--- a/README.md
+++ b/README.md
@@ -41,7 +41,7 @@ You can use one of the following options to try out Ballerina.
 * [Set up Ballerina](https://ballerina.io/learn/get-started/)
 * [Ballerina Playground](https://play.ballerina.io/)
 
-You can use following resources to learn Ballerina.
+You can use the following resources to learn Ballerina.
 
 * [Ballerina by Example](https://ballerina.io/learn/by-example/)
 * [Ballerina learn pages and guides](https://ballerina.io/learn/)
@@ -62,14 +62,14 @@ Try out Ballerina's development capabilities using the [Ballerina extension for
 
 >**Tip:** If you are unsure whether you have found a bug, search the existing issues in the GitHub repo and raise it in the [Ballerina Discord](https://discord.com/invite/wAJYFbMrG2) or [Stack Overflow](https://stackoverflow.com/questions/tagged/ballerina).
 
-  - Language, Tooling, Standard Library, Website: <a href="https://github.com/ballerina-platform/ballerina-lang/issues">ballerina-lang</a> repo
+  - Language, Tooling, Ballerina library, Website: <a href="https://github.com/ballerina-platform/ballerina-lang/issues">ballerina-lang</a> repo
   - Extended library: <a href="https://github.com/ballerina-platform/ballerina-extended-library/issues">ballerina-extended-library</a> repo
   - Security flaw: send an email to security@ballerina.io. For details, see the <a href="https://ballerina.io/security/">security policy</a>.
 
 
 ## Contribute to Ballerina
 
-As an open source project, Ballerina welcomes contributions from the community. To start contributing, read these [contribution guidelines](https://github.com/ballerina-platform/ballerina-lang/blob/master/CONTRIBUTING.md) for information on how you should go about contributing to our project.
+As an open-source project, Ballerina welcomes contributions from the community. To start contributing, read these [contribution guidelines](https://github.com/ballerina-platform/ballerina-lang/blob/master/CONTRIBUTING.md) for information on how you should go about contributing to our project.
 
 We look forward to receiving your contributions.
 
diff --git a/misc/docerina/src/main/java/org/ballerinalang/docgen/docs/BallerinaDocGenerator.java b/misc/docerina/src/main/java/org/ballerinalang/docgen/docs/BallerinaDocGenerator.java
index 102c31dce2f2..4a3d1a948357 100644
--- a/misc/docerina/src/main/java/org/ballerinalang/docgen/docs/BallerinaDocGenerator.java
+++ b/misc/docerina/src/main/java/org/ballerinalang/docgen/docs/BallerinaDocGenerator.java
@@ -161,7 +161,7 @@ public static void mergeApiDocs(Path apiDocsRoot)  {
         centralLib.modules.sort((o1, o2) -> o1.id.compareToIgnoreCase(o2.id));
         writeAPIDocs(moduleLib, apiDocsRoot, true, false);
 
-        // Create the central standard library index json
+        // Create the central Ballerina library index JSON.
         String stdIndexJson = gson.toJson(centralLib);
         File stdIndexJsonFile = apiDocsRoot.resolve(CENTRAL_STDLIB_INDEX_JSON).toFile();
         try (java.io.Writer writer = new OutputStreamWriter(new FileOutputStream(stdIndexJsonFile),
@@ -171,7 +171,7 @@ public static void mergeApiDocs(Path apiDocsRoot)  {
             log.error("Failed to create {} file.", CENTRAL_STDLIB_INDEX_JSON, e);
         }
 
-        // Create the central standard library search json
+        // Create the central Ballerina library search JSON.
         String stdSearchJson = gson.toJson(genSearchJson(moduleLib));
         File stdSearchJsonFile = apiDocsRoot.resolve(CENTRAL_STDLIB_SEARCH_JSON).toFile();
         try (java.io.Writer writer = new OutputStreamWriter(new FileOutputStream(stdSearchJsonFile),
diff --git a/misc/docerina/src/main/resources/release-description.md b/misc/docerina/src/main/resources/release-description.md
index 8ef3af88c0f2..a37edd060413 100644
--- a/misc/docerina/src/main/resources/release-description.md
+++ b/misc/docerina/src/main/resources/release-description.md
@@ -1 +1 @@
-The following is a list of language and standard library modules that are available with the distribution.
+The following is a list of Ballerina library packages that are available with the distribution.