Keep party conversation going (aka how to talk to anyone)

Even the sparkiliest of us can use a little help with conversation sometimes, especially with new people, so we turned to the experts on this one -- how do some of the best interviewers in the world prevent the kinds of awkward silences that can kill a party's mood?