As sort of a related tip, one thing that I like to do (and which usually works) is to treat the person like someone I've known for a while. In other words, say some things that most people would only say with a friend. There's a limit to what's appropriate, obviously, but I find that gently pushing the boundaries really helps the person you're talking with feel comfortable and start treating you like an old friend.