I've found that's it's great to just laugh like silly idiots once in awhile -- not at each other but about something totally stupid.

I also recommend taking a break if an argument is getting really too heated -- "Okay, I really need to chill out for a minute - maybe we can take this up later - sorry but I'm just too steamed up right now."