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Update model-lifecycle.md
Included updates from latest versions in Language Matrix.xlsx and removed the October-deprecated model version numbers.
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articles/cognitive-services/language-service/concepts/model-lifecycle.md

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@@ -28,7 +28,7 @@ By default, all API requests will use the latest Generally Available (GA) model.
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#### Choose the model-version used on your data
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We recommend using the `latest` model version to utilize the latest and highest quality models. As our models improve, it’s possible that some of your model results may change.
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We strongly recommend using the `latest` model version to utilize the latest and highest quality models. As our models improve, it’s possible that some of your model results may change. Model versions may be deprecated, so don't recommend including specified versions in your implementation.
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Preview models used for preview features do not maintain a minimum retirement period and may be deprecated at any time.
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Use the table below to find which model versions are supported by each feature:
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| Feature | Supported versions | Model versions deprecated on October 30, 2022|
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|-----------------------------------------------------|-----------------------------|------------------------|
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| Sentiment Analysis and opinion mining | `2021-10-01`, `2022-06-01*` | `2019-10-01`, `2020-04-01` |
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| Language Detection | `2021-11-20*` | `2019-10-01`, `2020-07-01`, `2020-09-01`, `2021-01-05` |
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| Entity Linking | `2021-06-01*` | `2019-10-01`, `2020-02-01` |
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| Named Entity Recognition (NER) | `2021-06-01*`, `2022-10-01-preview` | `2019-10-01`, `2020-02-01`, `2020-04-01`, `2021-01-15` |
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| Personally Identifiable Information (PII) detection | `2020-07-01`, `2021-01-15*` | `2019-10-01`, `2020-02-01`, `2020-04-01`, `2020-07-01` |
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| PII detection for conversations (Preview) | `2022-05-15-preview**` | |
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| Question answering | `2021-10-01*` | |
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| Text Analytics for health | `2021-05-15`, `2022-03-01*`, `2022-08-15-preview**` | |
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| Key phrase extraction | `2021-06-01`, `2022-07-01*` | `2019-10-01`, `2020-07-01` |
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| Document summarization - extractive only (preview) | `2022-08-31-preview**` | |
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| Feature | Supported versions |
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|-----------------------------------------------------|-----------------------------|
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| Sentiment Analysis and opinion mining | `2021-10-01`, `2022-06-01`,`2022-10-01`,`2022-11-01*` |
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| Language Detection | `2021-11-20*` |
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| Entity Linking | `2021-06-01*` |
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| Named Entity Recognition (NER) | `2021-06-01*`, `2022-10-01-preview` |
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| Personally Identifiable Information (PII) detection | `2020-07-01`, `2021-01-15*` |
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| PII detection for conversations (Preview) | `2022-05-15-preview**` |
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| Question answering | `2021-10-01*` |
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| Text Analytics for health | `2021-05-15`, `2022-03-01*`, `2022-08-15-preview**` |
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| Key phrase extraction | `2021-06-01`, `2022-07-01`,`2022-10-01*` |
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| Document summarization - extractive only (preview) | `2022-08-31-preview**` |
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\* Latest Generally Available (GA) model version
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\*\* Latest preview version
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> [!IMPORTANT]
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> The versions listed for deprecation will be unavailable for use after October 30, 2022.
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## Custom features
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