Update README.md

README.md

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 #### What's new
 - **Roles, External Entities and Dynamic Entities** :: LUIS has added several features that let developers extract more detailed information from text, so users can now build more intelligent solutions with less effort. LUIS also extended roles to all entity types, which allows the same entities to be classified with different subtypes based on context. Developers now have more granular control of what they can do with LUIS, including being able to identify and update models at runtime through dynamic lists and external entities. Dynamic lists are used to append to list entities at prediction time, permitting user-specific information to get matched exactly. Separate supplementary entity extractors are run with external entities, and that information can be appended to LUIS as strong signals for other models.
 
-- **Analytics Page** :: LUIS is releasing a more detailed, visually-rich comprehensive analytics dashboard. Its user-friendly design highlights common issues most users face when designing applications, by providing simple explanations on how to resolve them to help users gain more insight into their models’ quality, potential data problems, and guidance to adopt best practices.
+- **Analytics dashboard** :: LUIS is releasing a more detailed, visually-rich comprehensive analytics dashboard. Its user-friendly design highlights common issues most users face when designing applications, by providing simple explanations on how to resolve them to help users gain more insight into their models’ quality, potential data problems, and guidance to adopt best practices.
 
 [Docs][31] | [Add language understanding to your bot][32] | use [LUDown][17] and [LUIS][18] command line tools