How to kill choke weed in your garden?

I was hoping that someone may have tips on how to get rid of choke weed without harming any of our normal plants. Every year we have so much choke weed and as you know it grows so fast and at first we cant tell the weed from the plant, and by the time we can its so big and wrapped up in the plant. last year we had tons of johny jump ups and with the plants being so bushy trying to find the choke weed and pull it out we would sometimes pull out the plant itself because we couldn't find the weed in the cluster. So if anyone knows how to get rid of choke weed now before our garden takes off for the spring that would be great. Thanks