you could try digging out the soil and sieving it back the little bulbs should then be easy to find and throw out. do a small area and then move on.
also stop the plants seeding so deadhead them after flowering.overtime you will suceed.
if you still want to grow them, grow them as annuals in pots.
it's probably best to try the organic ways before the chemical.