Are you capturing these folks from FB through email sign-ups? Have seen a couple local news orgs successfully get people to visit their site directly by investing in email.
I haven't explored more of the popular avenues for this though, things like "if the mouse moves to close the tab, show a pop up asking for a signup". It might convert but it's not something I'm comfortable doing at this point.