Merge pull request #191817 from aahill/feb-catch-up

whats new, and new version model

Author: PRMerger5

articles/cognitive-services/language-service/concepts/model-lifecycle.md

@@ -8,7 +8,7 @@ manager: nitinme
 ms.service: cognitive-services
 ms.subservice: language-service
 ms.topic: conceptual
-ms.date: 12/10/2021
+ms.date: 03/15/2022
 ms.author: aahi
 ---
 
@@ -47,11 +47,11 @@ The model-version used in your API request will be included in the response obje
 Use the table below to find which model versions are supported by each feature.
 
 
-| Endpoint                                            | Supported Versions                                                  | Latest Generally Available version | Latest preview version |
+| Feature                                             | Supported versions                                                  | Latest Generally Available version | Latest preview version |
 |-----------------------------------------------------|---------------------------------------------------------------------|------------------------------------|------------------------|
 | Custom text classification                          | `2021-11-01-preview`                                                |                                    | `2021-11-01-preview`   |
 | Conversational language understanding               | `2021-11-01-preview`                                                |                                    | `2021-11-01-preview`   |
-| Sentiment Analysis and opinion mining               | `2019-10-01`, `2020-04-01`, `2021-10-01-preview`                    | `2020-04-01`                       | `2021-10-01-preview`   |
+| Sentiment Analysis and opinion mining               | `2019-10-01`, `2020-04-01`, `2021-10-01`                            | `2021-10-01`                       |                        |
 | Language Detection                                  | `2019-10-01`, `2020-07-01`, `2020-09-01`, `2021-01-05`              | `2021-01-05`                       |                        |
 | Entity Linking                                      | `2019-10-01`, `2020-02-01`                                          | `2020-02-01`                       |                        |
 | Named Entity Recognition (NER)                      | `2019-10-01`, `2020-02-01`, `2020-04-01`,`2021-01-15`,`2021-06-01`  | `2021-06-01`                       |                        |

articles/cognitive-services/language-service/sentiment-opinion-mining/how-to/call-api.md

@@ -8,7 +8,7 @@ manager: nitinme
 ms.service: cognitive-services
 ms.subservice: language-service
 ms.topic: how-to
-ms.date: 03/01/2022
+ms.date: 03/15/2022
 ms.author: aahi
 ms.custom: language-service-sentiment-opinion-mining, ignite-fall-2021
 ---
@@ -52,7 +52,7 @@ If you're using the REST API, to get Opinion Mining in your results, you must in
 
 By default, sentiment analysis will use the latest available AI model on your text. You can also configure your API requests to use a specific [model version](../../concepts/model-lifecycle.md).
 
-### Using a preview model version
+<!--### Using a preview model version
 
 To use the a preview model version in your API calls, you must specify the model version using the model version parameter. For example, if you were sending a request using Python:
 
@@ -73,6 +73,7 @@ See the reference documentation for more information.
 * [Python](/python/api/azure-ai-textanalytics/azure.ai.textanalytics.textanalyticsclient#analyze-sentiment-documents----kwargs-)
 * [Java](/java/api/com.azure.ai.textanalytics.models.analyzesentimentoptions.setmodelversion#com_azure_ai_textanalytics_models_AnalyzeSentimentOptions_setModelVersion_java_lang_String_)
 * [JavaScript](/javascript/api/@azure/ai-text-analytics/analyzesentimentoptions)
+-->
 
 ### Input languages
 

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

@@ -8,7 +8,7 @@ manager: nitinme
 ms.service: cognitive-services
 ms.subservice: language-service
 ms.topic: overview
-ms.date: 03/07/2022
+ms.date: 03/15/2022
 ms.author: aahi
 ms.custom: ignite-fall-2021
 ---
@@ -28,6 +28,10 @@ Azure Cognitive Service for Language is updated on an ongoing basis. To stay up-
 
 * Model improvements for latest model-version for [text summarization](text-summarization/overview.md)
 
+* Model 2021-10-01 is Generally Available (GA) for [Sentiment Analysis and Opinion Mining](sentiment-opinion-mining/overview.md), featuring enhanced modeling for emojis and better accuracy across all supported languages.
+
+* [Question Answering](question-answering/overview.md): Active learning v2 incorporates a better clustering logic providing improved accuracy of suggestions. It considers user actions when suggestions are accepted or rejected to avoid duplicate suggestions, and improve query suggestions.
+
 ## December 2021
 
 * The version 3.1-preview.x REST endpoints and 5.1.0-beta.x client library have been retired. Please upgrade to the General Available version of the API(v3.1). If you're using the client libraries, use package version 5.1.0 or higher. See the [migration guide](./concepts/migrate-language-service-latest.md) for details.