How do I change metadata on the Event Info Page?

When I post my event to Facebook/Twitter, the default metadata is displayed (which is problematic when you're saying something to the effect of, "Join our great webinar--it's called 'Event Info Page'). Not desirable.

How do I edit this text, either in the template or manually on the event page?

Thanks!