There are chemicals that you can water on, but they may kill other stuff too. It is too late to apply it now. Encourage birds into the garden as they will eat them. Take a look at Turfshop on the web for details.

I read once that you should water the grass, place a black bin bag over the particular area where they are, weight it down and leave overnight. Next morning they should be on the surface. Worth a try.