How to Clear Cached Email Addresses in Outlook (Windows) Sometimes mistyped or outdated email addresses get saved in Outlook’s cached memory. The easiest way to remove a cached email address is: Start typing in the address that shows up incorrectly. Hit the Down arrow key to select the auto completed address. Hit the Delete key to delete the auto complete address