Usually it is two people meeting face to face, but there is no reason that it cannot mean more than two. "We are having a meeting so we can all meet face to face." Implying more than two."We met face to face to discuss the magazine article."
My question is whether face to face implies one person meeting one other person, or can it mean more than two people are involved in the meeting?