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Punctuation and typo fixes.

Author: AnnaMHuff

articles/ai-services/language-service/personally-identifiable-information/how-to/redact-conversation-pii.md

@@ -1,5 +1,5 @@
 ---
-title: Identify and extract Personally Identifying Information (PII) from conversations.
+title: Identify and extract Personally Identifying Information (PII) from conversations
 titleSuffix: Azure AI services
 description: This article shows you how to detect and redact Personally Identifying Information (PII) from speech, chat, and spoken-word transcriptions and call transcripts.
 #services: cognitive-services

articles/ai-services/language-service/personally-identifiable-information/how-to/redact-document-pii.md

@@ -1,5 +1,5 @@
 ---
-title: Identify and extract Personally Identifying Information (PII) from native documents.
+title: Identify and extract Personally Identifying Information (PII) from native documents
 titleSuffix: Azure AI services
 description: This article shows you how to redact Personally Identifying Information (PII) from native documents.
 #services: cognitive-services

articles/ai-services/language-service/personally-identifiable-information/how-to/redact-text-pii.md

@@ -1,5 +1,5 @@
 ---
-title: Identify and extract Personally Identifying Information (PII) from text.
+title: Identify and extract Personally Identifying Information (PII) from text
 titleSuffix: Azure AI services
 description: This article shows you how to identify, extract and redact Personally Identifying Information (PII) from text.
 #services: cognitive-services

articles/ai-services/language-service/personally-identifiable-information/overview.md

@@ -17,7 +17,7 @@ ms.custom: language-service-pii
 Azure AI Language Personally Identifiable Information (PII) detection is a feature offered by [Azure AI Language](../overview.md). The PII detection service is a cloud-based API that utilizes machine learning and AI algorithms to help you develop intelligent applications with advanced natural language understanding. Azure AI Language PII detection uses Named Entity Recognition (NER) to **identify and redact** sensitive information from input data. The service classifies sensitive personal data into predefined categories. These categories include phone numbers, email addresses, and identification documents. This classification helps to efficiently detect and eliminate such information.
 
 > [!TIP]
-> Try PII detection [in Azure AI Foundry portal](https://ai.azure.com/explore/language). There you can [utilize a currently existing Language Studio resource or create a new Azure AI Foundry resource](../../../ai-studio/ai-services/connect-ai-services.md)
+> Try PII detection [in Azure AI Foundry portal](https://ai.azure.com/explore/language). There you can [utilize a currently existing Language Studio resource or create a new Azure AI Foundry resource](../../../ai-studio/ai-services/connect-ai-services.md).
 
 ## What's new
 

articles/ai-services/language-service/summarization/how-to/text-summarization.md

@@ -27,7 +27,7 @@ Text summarization is designed to shorten content that users consider too long t
 
 Each of these capabilities is able to summarize around specific items of interest when specified.
 
-The AI models used by the API are provided by the service.You just have to send content for analysis.
+The AI models used by the API are provided by the service. You just have to send content for analysis.
 
 For easier navigation, here are links to the corresponding sections for each service: