soak it in milk.
soak eggplant slices or cubes in milk for about 30 minutes before cooking. the milk not only tempers the bitterness, but it actually makes for eggplant that is extra creamy, since the vegetable acts like a sponge and soaks up a good amount of milk in its flesh.