Thanks for writing. Once they're up, there's not a lot you can do but hand-pull them or mow them down. To prevent them in the future, you could use a pre-emergence herbicide. This type of product works by preventing seeds from sprouting; it doesn't usually harm plants that are already growing.
---Justin, Senior Garden Editor, BHG.com