diff --git a/sdk/cognitivelanguage/Azure.AI.Language.Conversations/samples/README.md b/sdk/cognitivelanguage/Azure.AI.Language.Conversations/samples/README.md
index f698d5ff0d0d5..6c2920fadc85b 100644
--- a/sdk/cognitivelanguage/Azure.AI.Language.Conversations/samples/README.md
+++ b/sdk/cognitivelanguage/Azure.AI.Language.Conversations/samples/README.md
@@ -14,8 +14,7 @@ description: Samples for the Azure.AI.Language.Conversations client library
 
 Conversation Analysis is a cloud-based conversational AI service that applies custom machine-learning intelligence to a user's conversational, natural language text to predict overall meaning, and pull out relevant, detailed information.
 
-- [Analyze an utterance](https://github.com/Azure/azure-sdk-for-net/tree/main/sdk/cognitivelanguage/Azure.AI.Language.Conversations/samples/Sample1_AnalyzeConversation.md)
-- [Analyze an utterance using extra options](https://github.com/Azure/azure-sdk-for-net/tree/main/sdk/cognitivelanguage/Azure.AI.Language.Conversations/samples/Sample2_AnalyzeConversationWithOptions.md)
+- [Analyze an utterance - Conversation project](https://github.com/Azure/azure-sdk-for-net/tree/main/sdk/cognitivelanguage/Azure.AI.Language.Conversations/samples/Sample1_AnalyzeConversation_ConversationPrediction.md)
+- [Analyze an utterance - Orchestration project](https://github.com/Azure/azure-sdk-for-net/tree/main/sdk/cognitivelanguage/Azure.AI.Language.Conversations/samples/Sample2_AnalyzeConversation_OrchestrationPrediction.md)
 - [Analyze an utterance in a different language](https://github.com/Azure/azure-sdk-for-net/tree/main/sdk/cognitivelanguage/Azure.AI.Language.Conversations/samples/Sample3_AnalyzeConversationWithLanguage.md)
-- [Analyze an utterance - Conversation project](https://github.com/Azure/azure-sdk-for-net/tree/main/sdk/cognitivelanguage/Azure.AI.Language.Conversations/samples/Sample4_ConversationPrediction.md)
-- [Analyze an utterance - Orchestration project](https://github.com/Azure/azure-sdk-for-net/tree/main/sdk/cognitivelanguage/Azure.AI.Language.Conversations/samples/Sample5_OrchestrationPrediction.md)
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+- [Analyze an utterance using extra options](https://github.com/Azure/azure-sdk-for-net/tree/main/sdk/cognitivelanguage/Azure.AI.Language.Conversations/samples/Sample4_AnalyzeConversationWithOptions.md)
\ No newline at end of file