I like lukem's suggestion, and will have to try that next. I have a bunch of heavy glass plates around, and I usually either just use water (which helps it stick a little, but you still have to hold it in place by hand), or spray adhesive. The spray adhesive is great for keeping it in place, but it's tricky to get that stuff perfectly flat. The soda would be about perfect.
Another idea I just came up with is hair spray. I always have a can of Aqua Net in the shop, which I use for things like installing handle-bar grips on bikes. Slippery lube when wet, sticky as all heck when dry.
Hair spray is a good idea too.