Not usually. I drink water every now and then, but if I'm actually eating something I put my keyboard/mouse away, eat, and wipe my hands of with a napkin before grabbing my keyboard.
I wish my brother would do this, he just eats/sneezes/whatnot on my keyboard. This is why I wipe my keyboard of before I use it.