Steve,
It does but you will never be able to give them the full charge before they explode.

Where is the limit.? You know when it goes bang

Also, the recharge process destroys the carbon contents which transfer the power so eventually they will go open circuit.

Some batteries respond well to being gently heated at a slow rate and gain some power without charging.

All at your own risk.. !