How do you delete "auto-fill" addresses in Mail?

When you start to type a name in Mail, it gives you a list of email addresses associated with that name. Problem is, it'll list multiple email addresses for the same person even if you've deleted old addresses from Address Book.

Is there a way to delete some of these "auto-fill" addresses?

Thanks