Is there a way to get rid of these advertisement that cover my entire screen?

I'm so sick of trying to read something, and an ad covers my whole screen. After I click it off, I don't remember or can't find what I was reading originally. Is the only answer to pay these bastards to keep them away? I'm so frustrated that I could scream. What do I have to do, before I just throw my computer out of the window?