This problem should only happen on systems equipped with a game controller (like an XBox 360 gamepad). Please follow these steps:
First, unplug controller from your computer.
Second, make your way to the game's settings section (this will be tricky, as your actual cursor will be invisible), then click the Interface tab and un-check the "hardware cursor" option.
Lastly, restart the game.