I actually just use a little gun oil, along with some this "Ultra Slick" Extreme Sport Synthetic Grease from Canadian Tire that I also use to lube certain parts of my guns. Seems to work well enough.
I don't think it's necessary to go out and buy some sort of specialty product made for lubing reloading presses.