Yes, and leave the naked stem ones, too. They might just dry up, which is fine (the underground bulb will survive). You could then remove those dried up stems. But, more likely, they will act partially like leaves and provide sustenance for the bulb for better growth next year.
If anything produces flower buds, cut the buds off. You'll be disappointed with the flowers this season because they will likely not develop properly, and will probably be misshapen. next year, they will do fine.
