If I understood correctly, current BGA components contain solder balls under the package. Do I still need additional solder paste to put on the board, or the amount of solder on the component contacts is sufficient?
No, you do not need solder paste. In fact, if you add solder paste you will probably get some pins shorted. You might want to add some flux which will improve soldering but this is not a must.