Yup, what you're experiencing is termed gastric reflux, and often burns - have that fairly often myself and agree that it's not very nice ! Largely caused due to things getting a bit more squashed up. Oh, and I get it not only when I hiccup, but when I'm on the bus, stand up after sitting down, and often when I burp as well

So yes, it's normal