When you're as the New Goblin, you're using pumpkin bombs.

Once you're done getting Sandman all wet, then you have to throw bombs at him but before you do that move and hold the left analog stick to the right and keep throwing pumpkin bombs at him. Also keep pressing A until you lock on to his head.

Then throw pumpkin bombs, but throw them farther by holding B every time.