If I'm not mistaken, arrows appear if you have enough images showing in the slider.
Either way, you may check the Module settings and see if the pagination is set for arrows, if it's, try to see if the arrow in the colour you want are uploaded via FTP, sometimes FTP fails and images get lost. You may also check folder permissions.