update what's new

Author: laujan

articles/ai-services/language-service/whats-new.md

@@ -16,33 +16,33 @@ Azure AI Language is updated on an ongoing basis. Bookmark this page to stay up
 
 ## June 2025
 
-* CLU Training config version (Vodafone Turkey) 
+* A new version of the Conversational Language Understanding (CLU) training configuration, aimed at minimizing overpredictions of the None intent—particularly in multilingual contexts—is now supported in [REST API version `2025-15-05-preview](/rest/api/language/analyze-conversations/analyze-conversations?view=rest-language-2025-05-15-preview&preserve-view=true)`.
 
-* The accelerator project "Build your conversational agent" is updated with a new routing strategy, TRIAGE_AGENT, which implements an agent hosted in Azure AI Foundry Agent Service using Conversational Language Understanding (CLU) and Custom Question Answering (CQA) as agent tools for intent triage for downstream agent routing and providing exact question answering.  
+* The accelerator project "Build your conversational agent" is updated with a new routing strategy, TRIAGE_AGENT, which implements an agent hosted in Azure AI Foundry Agent Service using Conversational Language Understanding (CLU) and Custom Question Answering (CQA) as agent tools for intent triage for downstream agent routing and providing exact question answering.
 
-* The following .NET SDKs are now available, and support the latest REST API version `2025-15-05-preview`:
+* The following [.NET SDKs](/dotnet/api/overview/azure/ai.textanalytics-readme?view=azure-dotnet&preserve-view=true) are now available, and support the latest REST API version `2025-15-05-preview`:
 
-  * `Azure.AI.Language.Text 1.0.0-beta.3` provides inference capabilities for a wide range of language processing tasks, including language detection, sentiment analysis, key phrase extraction, named entity recognition (NER), personally identifiable information (PII) entity recognition, entity linking, text analytics for healthcare, custom NER, custom text classification, as well as both extractive and abstractive text summarization.
+  * [`Azure.AI.Language.Text 1.0.0-beta.3](https://github.com/Azure/azure-sdk-for-net/blob/main/sdk/cognitivelanguage/Azure.AI.Language.Conversations/CHANGELOG.md)` provides inference capabilities for a wide range of language processing tasks, including language detection, sentiment analysis, key phrase extraction, named entity recognition (NER), personally identifiable information (PII) entity recognition, entity linking, text analytics for healthcare, custom NER, custom text classification, as well as both extractive and abstractive text summarization.
 
-  * Azure.AI.Language.Conversation 2.0.0-beta.3 provides inference capabilities for conversational PII, conversational language understanding (CLU), and conversation summarization.  
+  * [Azure.AI.Language.Conversation 2.0.0-beta.3](https://github.com/Azure/azure-sdk-for-net/blob/main/sdk/cognitivelanguage/Azure.AI.Language.Conversations/CHANGELOG.md) provides inference capabilities for conversational PII, conversational language understanding (CLU), and conversation summarization.
 
-* The Text PII GPU container is now available for integration. You can access it on the [Microsoft Artifact Registry](https://mcr.microsoft.com/artifact/mar/azure-cognitive-services/textanalytics/pii/) using the tag `gpu`. 
+* The Text PII GPU container is now available for integration. You can access it on the [Microsoft Artifact Registry](https://mcr.microsoft.com/artifact/mar/azure-cognitive-services/textanalytics/pii/) using the tag `gpu`.
 
 ## May 2025
 
 **2025-05-15-preview release**. The [latest API preview version](/rest/api/language/operation-groups?view=rest-language-2025-05-15-preview&preserve-view=true) includes updates for named entity recognition (NER) and PII detection:
 * New entity type support for `DateOfBirth`, `BankAccountNumber`, `PassportNumber`, and `DriversLicenseNumber`.
 * Improved AI quality for `PhoneNumber` entity type.
-  
+
 **New agent templates**. Azure AI Language now supports the following agent templates:
 *  [Intent routing](../agents/concepts/agent-catalog.md): Detects user intent and provides precise answers, ideal for deterministic intent routing, and exact question answering with human oversight.
 *   [Exact question answering](../agents/concepts/agent-catalog.md): Delivers consistent, accurate responses to high-value predefined questions through deterministic methods.
-  
+
 **PII detection enhancements**. Azure AI Language introduces new customization and entity subtype features for PII detection:
 *  [Customize PII detection using your own regex](personally-identifiable-information/how-to/adapt-to-domain-pii.md#customizing-pii-detection-using-your-own-regex-only-available-for-text-pii-container) (Text PII container only).
 *  [Specify values to exclude from PII output](personally-identifiable-information/how-to/adapt-to-domain-pii.md#customizing-pii-output-by-specifying-values-to-exclude).
 *  [Use entity synonyms for tailored PII detection](personally-identifiable-information/how-to/adapt-to-domain-pii.md#api-schema-for-the-entitysynoyms-parameter).
-  
+
 **Enhanced CLU and CQA Capabilities in Azure AI Foundry**. Azure AI Foundry now offers enhanced capabilities for fine-tuning with custom conversational language understanding (CLU) and conversational question-and-answer (CQA) AI features:
 *    CLU and CQA authoring tools are now available in Azure AI Foundry.
 *    CLU offers a quick deploy option powered by large language models (LLMs) for rapid deployment.