I'd suggest you try just pulling it out with tweezers, but I'll bet you already did.

Incidentally, I had a dirt-cheap Chinese charger break off in a tumble off my desk shortly after reading the OP; fortunately it broke off about 1/16" outside the socket, so I just pulled it out with my fingernails, plugged my Nokia charger in, and carried on.