I just did that to some grass that was growing in my creeping phlox. It worked pretty good, but had to make sure none of the herbicide dripped as I was brushing. Pulling out the grass would not have gotten the roots, so this was the only way to get to it.
May all your weeds be wildflowers. ~Author Unknown