That is a common misconception, the convention that you can overcharge a LithIon battery.
The iPad's power management will determine when the battery will be charged when it is plugged in. Once the battery is topped off, charging will stop and the iPad will switch from battery power to line power.
Unless you have a faulty iPad, you will never overcharge/kill the battery.