I've found there are advantages to using slow shutter speeds. Like they said Bulb mode is the way to go. F11 and an ISO around 200.
Around here, fireworks are usually no more than one or two bursts in sequence then a pause. (Boring) You have to leave the shutter open for a while to capture...