Crock Pot - Cleaning?

My crock pot "pot" comes out for easy cleaning. I just made soup in my crock pot and it boiled over, into the pot that heats up (and isn't water submersible). It's a crusty dried on mess. Any suggestions on how I can clean it without ruining my crock pot? (I LOVE my crock pot . . . ).