There is a tab under the battery ribbon cable that helps in removing the battery. It is attached to a strip of adhesive under the battery.

Pull the tab up away from the laptop to lift the battery. You will have to pull pretty hard, but don't pull quickly. Slowly increase the force until the battery becomes easy to remove.

You can also lift the battery on the backside between the tab and the ribbon cable