If you are using PhpBB that is a spam magnet.
Like Shaun said, captcha helps a fair bit.
Other then that all you can do is keep deleting and when the forum starts to get real busy then get more moderators to help out.
5 a day is nothing yet by the way, it gets a LOT worse :)