I drill out the top and bottom holes early on before I start hollowing out the inside. Any blowout splinters get removed as hollowing progresses.
If your plates is near finished, shape pieces of scrap wood contoured to fit tight against the underside of the belly, where the bit is going to come through. Temporarily glue it in place, drill your holes and then plane the scrap wood away with a finger plane.