I've noticed my mouth feels like it's burning when I eat raw broccoli, could this be an allergy or sensitivity of some sort? We often ate it cooked when I was a kid and I don't recall having a problem then.

It defiantly could be! I know my co-worker complains that there are a few different fruits and veggies that make her mouth itch.