Oh I missed that they were living together. Yes - a live-in boyfriend/girlfriend should AT LEAST get a +1 invite, but the most polite is to address the invitation to both you + boyfriend or girlfriend.
Unless they don't want the boyfriend/girlfriend there. In which case, forget about the invite all together.