I never see notifications for Facebook in NC. Even after their huge update the app is still pretty worthless. Every time I open it I get a number on the notifications icon even if there's nothing new.
And the order of which you have apps set in the Notification Center dictates their priority. Make sure your Facebook app is not way down at the bottom.