If you held your arrow perfectly level and released it, it would never rise, only drop. (assuming your nock point is level and your bow has perfectly horizontal nock travel).

When you are aiming at targets at a distance, of course you have to aim higher to compensate for gravity. In that case, the arrow does initially rise. But thats only because you are pointing it slightly skyward.