Can I use the USB charger of my Nokia phone to charge my Lumia 2520?

Your tablet supports charging only through the dedicated charging connector, not through the USB connector.As a USB host your tablet can provide power for USB accessories connected to it, you can for example charge your phone from Lumia 2520.