Purely academic question that I'm trying to get to the bottom of just for my own interest:

Halogen bulbs are apparently more energy efficient than incandescent bulbs, but they apparently also run hotter. How can this be the case?

If they are more energy efficient then that means that more of the energy is going into generating light, the counter of that surely being that they generate LESS heat?