OnMouse events with overlapping colliders

I have one large collider and one small, over the large, large completely surrounds the small. And i want the mouse exit/enter event not to fire for the large collider when the mouse hovers over the small one. Because it is still over the large one! I've tried different layers and tags, but in vain. The description of the mouse events doesn't mention that mouse can only be over one object.