To answer your question directly, no it won't. The user must click a link on a page with Analytics tracking to your site in order to count it. Since Facebook or other social media sites are clicking links that go to the file and do not have Analytics implemented, they are not tracked.
If you really wanted this information, you could use server-side logic to send data to Adobe Analytics whenever someone requested to download or read the file.