I believe the term "assault rifle" is defined in the U.S., either by law or regulation, as being capable of automatic fire, among other things. Two otherwise identical AK's, one automatic and the other semi-automatic; the first would be an assault rifle and the second would not.
I too know this as being correct. I also don't like the politics behind the assault rifle term.