Caves generating through villages

I play on Bedrock edition, on Xbox One, but that probably does not matter in this case. Commonly when I find a village there is also a cave. Usually that is a good thing, but not when it cuts right into a village. I find this overly common in occurance, and a bit annoying. It ruins the look of the village. It also allows a place for mobs to spawn. I would appreciate it if villages would attempt to generate separate from caves.