They can choose to block that, even specifically for Facebook and Google while leaving others alone, just by messing with their robots settings.

If you post a link to content that is being excluded using robots.txt you'll get a link and no full headline, no lead in sentence, no picture - those are the things that the news orgs have gone out of their way to provide to Facebook.