acrolinx fixes

Author: chuckedmonson

microsoft-365/syntex/powershell-syntex-explanations.md

@@ -21,13 +21,13 @@ description: Learn about work with Microsoft Syntex model explanations in PowerS
 <sup>**Applies to:**  &ensp; &#10003; Unstructured document processing </sup>
 
 > [!IMPORTANT]
-> The Microsoft Syntex PowerShell cmdlets and all other PnP components are open-source tools backed by an active community providing support for them. There is no SLA for open-source tool support from official Microsoft support channels.
+> The Microsoft Syntex PowerShell cmdlets and all other PnP components are open-source tools backed by an active community providing support for them. There's no service-level agreement (SLA) for open-source tool support from official Microsoft support channels.
 
 Custom explanation templates are stored in a list within a content center. Because these explanations are stored as list items, PowerShell can be used to interact with them.
 
 ## List saved explanations
 
-This example shows how to view all of the custom explanation templates that have been saved on a specific content center.
+This example shows how to view all of the custom explanation templates that are saved on a specific content center.
 
 ```PowerShell
 $contentCenterURL = "https://contoso.sharepoint.com/sites/yourContentCenter"
@@ -131,7 +131,7 @@ Add-PnPListItem -List $explanationTemplatesList -Values @{"Title"= $explanationN
 
 ## Create a phrase list explanation based on a term set
 
-This example shows how to create a custom phrase list explanation template by taking the values from a term set. This includes the preferred term names and any synonyms.
+This example shows how to create a custom phrase list explanation template by taking the values from a term set. This example includes the preferred term names and any synonyms.
 
 ```PowerShell
 $contentCenterURL = "https://contoso.sharepoint.com/sites/yourContentCenter"

microsoft-365/syntex/powershell-syntex-import-export.md

@@ -21,9 +21,9 @@ description: Learn about how to export and import models with PowerShell in Micr
 <sup>**Applies to:**  &ensp; &#10003; Unstructured document processing </sup>
 
 > [!IMPORTANT]
-> The Microsoft Syntex PowerShell cmdlets and all other PnP components are open-source tools backed by an active community providing support for them. There is no SLA for open-source tool support from official Microsoft support channels.
+> The Microsoft Syntex PowerShell cmdlets and all other PnP components are open-source tools backed by an active community providing support for them. There's no service-level agreement (SLA) for open-source tool support from official Microsoft support channels.
 
-Syntex models can be exported as PnP templates, enabling reuse across content centers or tenants.
+Microsoft Syntex models can be exported as PnP templates, enabling reuse across content centers or tenants.
 
 ## Export all models in a content center
 
@@ -93,7 +93,7 @@ If you don't include the property "includeTrainingData", the default behavior is
 
 ## Import models to a content center
 
-Unstructured document processing models that have been exported to PnP templates can be imported to a content center on any tenant. If the export included training data, then the model will be editable once imported.
+Unstructured document processing models that are exported to PnP templates can be imported to a content center on any tenant. If the export included training data, then the model will be editable once imported.
 
 To import a model, use the following commands:
 

microsoft-365/syntex/powershell-syntex-intro.md

@@ -19,24 +19,24 @@ description: Learn how to manage Microsoft Syntex with PowerShell.
 # Manage Microsoft Syntex by using PowerShell
 
 > [!IMPORTANT]
-> The Microsoft Syntex PowerShell cmdlets and all other PnP components are open-source tools backed by an active community providing support for them. There is no SLA for open-source tool support from official Microsoft support channels.
+> The Microsoft Syntex PowerShell cmdlets and all other PnP components are open-source tools backed by an active community providing support for them. There's no service-level agreement (SLA) for open-source tool support from official Microsoft support channels.
 
-For these scenarios, the Syntex cmdlets in the PnP PowerShell module can be used to interact with models and explanations. To learn more about how to install this module, see [PnP PowerShell overview](/powershell/sharepoint/sharepoint-pnp/sharepoint-pnp-cmdlets).
+For these scenarios, the Microsoft Syntex cmdlets in the PnP PowerShell module can be used to interact with models and explanations. To learn more about how to install this module, see [PnP PowerShell overview](/powershell/sharepoint/sharepoint-pnp/sharepoint-pnp-cmdlets).
 
-Select from the following scenarios to learn how to use PowerShell to manage Syntex:
+Select from the following scenarios to learn how to use PowerShell to manage Microsoft Syntex:
 
 - [**Export and import models**](powershell-syntex-import-export.md)
 
     Start here if you want to learn how to export an unstructured document processing model from a content center, and import to another content center or tenant.
 
 - [**Publishing**](powershell-syntex-publishing.md)
 
-    Start here if want to learn how to use PowerShell to publish custom or prebuilt models to document libraries.
+    Start here if you want to learn how to use PowerShell to publish custom or prebuilt models to document libraries.
 
 - [**Processing**](powershell-syntex-processing.md)
 
     Start here if you want to learn how to use PowerShell to trigger processing of custom or prebuilt models on a document library.
 
 - [**Explanations**](powershell-syntex-explanations.md)
 
-    Start here if want to learn how to create a custom explanation template for an unstructured document processing model using PowerShell.
+    Start here if you want to learn how to create a custom explanation template for an unstructured document processing model using PowerShell.

microsoft-365/syntex/powershell-syntex-processing.md

@@ -21,11 +21,11 @@ description: Learn how to use PowerShell to request processing by a Microsoft Sy
 <sup>**Applies to:**  &ensp; &#10003; All custom models &ensp; | &ensp; &#10003; All prebuilt models</sup>
 
 > [!IMPORTANT]
-> The Microsoft Syntex PowerShell cmdlets and all other PnP components are open-source tools backed by an active community providing support for them. There is no SLA for open-source tool support from official Microsoft support channels.
+> The Microsoft Syntex PowerShell cmdlets and all other PnP components are open-source tools backed by an active community providing support for them. There's no service-level agreement (SLA) for open-source tool support from official Microsoft support channels.
 
-Custom models will process newly uploaded files to a library. It's also possible to manually request processing in the UI. However there might be scenarios where it's more efficient to trigger processing through PowerShell.
+Custom models process newly uploaded files to a library. It's also possible to manually request processing in the UI. However there might be scenarios where it's more efficient to trigger processing through PowerShell.
 
-## Request processing of all items that haven't been previously classified
+## Request processing of all items not previously classified
 
 You can request processing for all items in the library that haven't previously been classified by using this command:
 
@@ -36,7 +36,7 @@ Connect-PnPOnline -Url "https://contoso.sharepoint.com/sites/finance"
 Request-PnPSyntexClassifyAndExtract -List "Documents"
 ```
 
-For lower priority processing, you might also consider using the -OffPeak parameter, which will queue files for processing outside of business hours where your tenant is located. For more information, see [Request-PnPSyntexClassifyAndExtract](https://pnp.github.io/powershell/cmdlets/Request-PnPSyntexClassifyAndExtract.html).
+For lower priority processing, you might also consider using the -OffPeak parameter, which queues files for processing outside of business hours where your tenant is located. For more information, see [Request-PnPSyntexClassifyAndExtract](https://pnp.github.io/powershell/cmdlets/Request-PnPSyntexClassifyAndExtract.html).
 
 ## Request processing of all items in a library
 
@@ -50,7 +50,7 @@ Request-PnPSyntexClassifyAndExtract -List "Documents" -Force
 ```
 
 > [!NOTE]
-> Using the -Force option with more than 5000 items will automatically enable off peak processing.
+> Using the -Force option with more than 5,000 items automatically enables off-peak processing.
 
 ## Request processing of all items based on a property
 

microsoft-365/syntex/powershell-syntex-publishing.md

@@ -21,13 +21,13 @@ description: Learn how to publish Microsoft Syntex custom models by using PowerS
 <sup>**Applies to:**  &ensp; &#10003; All custom models &ensp; | &ensp; &#10003; All prebuilt models</sup>
 
 > [!IMPORTANT]
-> The Microsoft Syntex PowerShell cmdlets and all other PnP components are open-source tools backed by an active community providing support for them. There is no SLA for open-source tool support from official Microsoft support channels.
+> The Microsoft Syntex PowerShell cmdlets and all other PnP components are open-source tools backed by an active community providing support for them. There's no service-level agreement (SLA) for open-source tool support from official Microsoft support channels.
 
-Syntex models typically are deployed to document libraries across your tenant. This can be done by using the content center site, but this can also be done using [PnP PowerShell](https://pnp.github.io/powershell/) as explained in this article.
+Microsoft Syntex models typically are deployed to document libraries across your tenant. This action can be done by using the content center site, but it can also be done using [PnP PowerShell](https://pnp.github.io/powershell/) as explained in this article.
 
 ## Listing the available models in a content center
 
-To get an overview of the models added to the current Syntex content center site, use the [Get-PnPSyntexModel](https://pnp.github.io/powershell/cmdlets/Get-PnPSyntexModel.html) cmdlet:
+To get an overview of the models added to the current Microsoft Syntex content center site, use the [Get-PnPSyntexModel](https://pnp.github.io/powershell/cmdlets/Get-PnPSyntexModel.html) cmdlet:
 
 ```PowerShell
 Connect-PnPOnline -Url "https://contoso.sharepoint.com/sites/yourContentCenter"
@@ -45,7 +45,7 @@ Publish-PnPSyntexModel -Model "Contract Notice" -ListWebUrl "https://contoso.sha
 
 ## Understanding where a model is used
 
-Once you've deployed a model to many libraries, you might want to review the list of libraries using your model. This can be done using the [Get-PnPSyntexModelPublication](https://pnp.github.io/powershell/cmdlets/Get-PnPSyntexModelPublication.html) cmdlet:
+Once you deploy a model to many libraries, you might want to review the list of libraries using your model. This action can be done using the [Get-PnPSyntexModelPublication](https://pnp.github.io/powershell/cmdlets/Get-PnPSyntexModelPublication.html) cmdlet:
 
 ```PowerShell
 Connect-PnPOnline -Url "https://contoso.sharepoint.com/sites/yourContentCenter"
@@ -72,7 +72,7 @@ Contract Notice,https://contoso.sharepoint.com/sites/Site1,/sites/Site1,/sites/s
 Trade Confirmation,https://contoso.sharepoint.com/sites/Site2,/sites/Site2,/sites/site2/shared%20documents
 ```
 
-This CSV file can then be used as an input into a script that will publish the listed models to the appropriate libraries. In the following example, batching is used to increase the efficiency of the requests.
+This CSV file can then be used as an input into a script that publishes the listed models to the appropriate libraries. In the following example, batching is used to increase the efficiency of the requests.
 
 ```PowerShell
 $contentCenterURL = "https://contoso.sharepoint.com/sites/yourSite"