I had this and found out it was from reflux, stomach acid would get up into my throat and burn it, so to speak. I would call your docs office, they will probably be able to recommend an OTC or prescription medication to help with the soreness.
I also found myself clearing my throat a lot, that was another sign for me, as well.
Good luck!
Christy