Embodiments of a polishing apparatus are provided. The polishing apparatus includes a polishing pad having a polishing surface. The polishing apparatus also includes a dispensing device including a dispensing arm located over the polishing pad and a liquid nozzle disposed on the dispensing arm. The liquid nozzle is configured to dispense washing liquid onto the polishing surface along a dispensing direction. The dispensing direction has an acute angle with respect to the polishing surface.