Pull up small plants with fewer than six leaves, using your hand. These have not yet formed tubers and can be eradicated by hand-weeding. Use the shovel to dig up mature plants, removing as many tubers as possible.
Apply a pre-emergent herbicide containing dichlobenil in early spring before leaves appear. Spray carefully around other ornamentals, as this chemical may cause damage.
Apply a selective post-emergent herbicide containing halosulfuron after leaves have emerged. This chemical will not harm most turf grasses, but read label directions carefully before applying.