You cannot overcharge the iPad battery, when it has reached a full charge, it stops charging. So when its done - its done. There is no set time limit but should really only take about 6 hours at the most to complete recharge from a very low level of battery power.
I leave my iPad plugged in all night long - maybe for 8 hours at times - before I unplug it. Sometimes even longer.