Merge pull request #278178 from alexbuckgit/alexbuckgit/docutune-autopr-20240613-184702-6941722-ignore-build

[BULK] - DocuTune v1.4.1 - Standardize formatting of abbreviations (part 1)

Author: v-shils

articles/ai-services/containers/includes/cognitive-services-container-security.md

@@ -39,7 +39,7 @@ The host should allowlist **port 443** and the following domains:
 
 #### Disable deep packet inspection
 
-[Deep packet inspection](https://en.wikipedia.org/wiki/Deep_packet_inspection) (DPI) is a type of data processing that inspects in detail the data sent over a computer network, and usually takes action by blocking, rerouting, or logging it accordingly.
+[Deep packet inspection (DPI)](https://en.wikipedia.org/wiki/Deep_packet_inspection) is a type of data processing that inspects in detail the data sent over a computer network, and usually takes action by blocking, rerouting, or logging it accordingly.
 
 Disable DPI on the secure channels that the Azure AI containers create to Microsoft servers. Failure to do so will prevent the container from functioning correctly.
 

articles/ai-services/document-intelligence/create-sas-tokens.md

@@ -1,6 +1,6 @@
 ---
 title: Create shared access signature (SAS) tokens for your storage containers and blobs
-description: How to create Shared Access Signature tokens (SAS) for containers and blobs with Microsoft Storage Explorer and the Azure portal.
+description: How to create Shared Access Signature (SAS) tokens for containers and blobs with Microsoft Storage Explorer and the Azure portal.
 ms.topic: how-to
 author: laujan
 manager: nitinme

articles/ai-services/document-intelligence/how-to-guides/includes/v3-0/java-sdk.md

@@ -34,7 +34,7 @@ monikerRange: 'doc-intel-3.1.0 || doc-intel-3.0.0'
 
   If you aren't using Visual Studio Code, make sure you have the following installed in your development environment:
 
-  - A [**Java Development Kit** (JDK)](/java/openjdk/download#openjdk-17) version 8 or later. For more information, see [Microsoft Build of OpenJDK](https://www.microsoft.com/openjdk).
+  - A [**Java Development Kit (JDK)**](/java/openjdk/download#openjdk-17) version 8 or later. For more information, see [Microsoft Build of OpenJDK](https://www.microsoft.com/openjdk).
   - [**Gradle**](https://docs.gradle.org/current/userguide/installation.html), version 6.8 or later.
 
 - An Azure AI services or Document Intelligence resource. Create a <a href="https://portal.azure.com/#create/Microsoft.CognitiveServicesFormRecognizer" title="Create a Document Intelligence resource." target="_blank">single-service</a> or <a href="https://portal.azure.com/#create/Microsoft.CognitiveServicesAllInOne" title="Create a multiple Document Intelligence resource." target="_blank">multi-service</a>. You can use the free pricing tier (`F0`) to try the service, and upgrade later to a paid tier for production.

articles/ai-services/document-intelligence/how-to-guides/includes/v4-0/java-sdk.md

@@ -27,7 +27,7 @@ ms.custom: devx-track-csharp, ignite-2023, linux-related-content
 
   If you aren't using Visual Studio Code, make sure you have the following installed in your development environment:
 
-  - A [**Java Development Kit** (JDK)](/java/openjdk/download#openjdk-17) version 8 or later. For more information, see [Microsoft Build of OpenJDK](https://www.microsoft.com/openjdk).
+  - A [**Java Development Kit (JDK)**](/java/openjdk/download#openjdk-17) version 8 or later. For more information, see [Microsoft Build of OpenJDK](https://www.microsoft.com/openjdk).
   - [**Gradle**](https://docs.gradle.org/current/userguide/installation.html), version 6.8 or later.
 
 - An Azure AI services or Document Intelligence resource. Create a <a href="https://portal.azure.com/#create/Microsoft.CognitiveServicesFormRecognizer" title="Create a Document Intelligence resource." target="_blank">single-service</a> or <a href="https://portal.azure.com/#create/Microsoft.CognitiveServicesAllInOne" title="Create a multiple Document Intelligence resource." target="_blank">multi-service</a>. You can use the free pricing tier (`F0`) to try the service, and upgrade later to a paid tier for production.
@@ -85,10 +85,10 @@ This article uses the Gradle dependency manager. You can find the client library
 
 1. Open the project's *build.gradle.kts* file in your IDE. Copy and paste the following code to include the client library as an `implementation` statement, along with the required plugins and settings.
 
-    ```kotlin
-    plugins {
-       java
-       application
+   ```kotlin
+   plugins {
+      java
+      application
    }
    application {
        mainClass.set("DocIntelligence")
@@ -98,9 +98,8 @@ This article uses the Gradle dependency manager. You can find the client library
    }
    dependencies {
        implementation group: 'com.azure', name: 'azure-ai-documentintelligence', version: '1.0.0-beta.2'
-
    }
-    ```
+   ```
 
 ## Create a Java application
 

articles/ai-services/document-intelligence/quickstarts/includes/java-sdk.md

@@ -43,7 +43,7 @@ In this quickstart, use the following features to analyze and extract data and v
 
 * If you aren't using Visual Studio Code, make sure you have the following installed in your development environment:
 
-  * A [**Java Development Kit** (JDK)](/java/openjdk/download#openjdk-17) version 8 or later. For more information, *see* [Microsoft Build of OpenJDK](https://www.microsoft.com/openjdk).
+  * A [**Java Development Kit (JDK)**](/java/openjdk/download#openjdk-17) version 8 or later. For more information, *see* [Microsoft Build of OpenJDK](https://www.microsoft.com/openjdk).
 
   * [**Gradle**](https://docs.gradle.org/current/userguide/installation.html), version 6.8 or later.
 

articles/ai-services/document-intelligence/quickstarts/includes/v2-1/java.md

@@ -21,7 +21,7 @@ In this quickstart, you use the following APIs to extract structured data from f
 
 * Azure subscription - [Create one for free](https://azure.microsoft.com/free/cognitive-services/).
 
-* A [**Java Development Kit** (JDK)](https://wiki.openjdk.java.net/display/jdk8u) version 8 or later. For more information, *see* [supported Java Versions and update schedule](/azure/developer/java/fundamentals/java-support-on-azure#supported-java-versions-and-update-schedule).
+* A [**Java Development Kit (JDK)**](https://wiki.openjdk.java.net/display/jdk8u) version 8 or later. For more information, *see* [supported Java Versions and update schedule](/azure/developer/java/fundamentals/java-support-on-azure#supported-java-versions-and-update-schedule).
 
 * An Azure AI services or Document Intelligence resource. Once you have your Azure subscription, create a [single-service](https://portal.azure.com/#create/Microsoft.CognitiveServicesFormRecognizer) or [multi-service](https://portal.azure.com/#create/Microsoft.CognitiveServicesAllInOne) Document Intelligence resource in the Azure portal to get your key and endpoint. You can use the free pricing tier (`F0`) to try the service, and upgrade later to a paid tier for production.
 

articles/ai-services/language-service/entity-linking/includes/quickstarts/java-sdk.md

@@ -17,7 +17,7 @@ Use this quickstart to create an entity linking application with the client libr
 ## Prerequisites
 
 * Azure subscription - [Create one for free](https://azure.microsoft.com/free/cognitive-services)
-* [Java Development Kit](https://www.oracle.com/technetwork/java/javase/downloads/index.html) (JDK) with version 8 or above
+* [Java Development Kit (JDK)](https://www.oracle.com/technetwork/java/javase/downloads/index.html) with version 8 or above
 
 
 ## Setting up

articles/ai-services/language-service/key-phrase-extraction/includes/quickstarts/java-sdk.md

@@ -16,7 +16,7 @@ Use this quickstart to create a key phrase extraction application with the clien
 ## Prerequisites
 
 * Azure subscription - [Create one for free](https://azure.microsoft.com/free/cognitive-services)
-* [Java Development Kit](https://www.oracle.com/technetwork/java/javase/downloads/index.html) (JDK) with version 8 or above
+* [Java Development Kit (JDK)](https://www.oracle.com/technetwork/java/javase/downloads/index.html) with version 8 or above
 
 
 ## Setting up

articles/ai-services/language-service/language-detection/includes/quickstarts/java-sdk.md

@@ -16,7 +16,7 @@ Use this quickstart to create a language detection application with the client l
 ## Prerequisites
 
 * Azure subscription - [Create one for free](https://azure.microsoft.com/free/cognitive-services)
-* [Java Development Kit](https://www.oracle.com/technetwork/java/javase/downloads/index.html) (JDK) with version 8 or above
+* [Java Development Kit (JDK)](https://www.oracle.com/technetwork/java/javase/downloads/index.html) with version 8 or above
 
 
 ## Setting up

articles/ai-services/language-service/named-entity-recognition/concepts/named-entity-categories.md

@@ -14,7 +14,7 @@ ms.custom: language-service-ner
 
 # Supported Named Entity Recognition (NER) entity categories and entity types
 
-Use this article to find the entity categories that can be returned by [Named Entity Recognition](../how-to-call.md) (NER). NER runs a predictive model to identify and categorize named entities from an input document. 
+Use this article to find the entity categories that can be returned by [Named Entity Recognition (NER)](../how-to-call.md). NER runs a predictive model to identify and categorize named entities from an input document. 
 
 > [!NOTE]
 > * Starting from API version 2023-04-15-preview, the category and subcategory fields are replaced with entity types and tags to introduce better flexibility. 
@@ -811,7 +811,7 @@ The entity in this category can have the following subcategories.
 
 ## Supported Named Entity Recognition (NER) entity categories 
 
-Use this article to find the entity types and the additional tags that can be returned by [Named Entity Recognition](../how-to-call.md) (NER). NER runs a predictive model to identify and categorize named entities from an input document.
+Use this article to find the entity types and the additional tags that can be returned by [Named Entity Recognition (NER)](../how-to-call.md). NER runs a predictive model to identify and categorize named entities from an input document.
 
 ### Type: Address