Minecraft: Can't place down Mushrooms?

I'm playing minecraft and I wanted to grow some giant red mushrooms. I tried placing them on dirt in places the had plenty of room but it won't work (tried a couple of different places). I can't place the mushrooms down anywhere. The only place I've noticed I can place them are right next to swamp trees.
Did they change the way mushrooms work?

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