Whenever you login to Unison Marketplace, on the upper right hand corner there will be an envelope icon. This icon will have a badge with a number, indicating how many unread notifications you have in your Message Center.
You are able to mark all unread messages as read. Once you've marked all messages as read, the notification will disappear.