Canceling it online virtually guarantees the fee. If you call, you have a chance.
Some DISers have avoided the fee when they booked another restaurant in replacement for the cancelled one, others have had success by rescheduling the same-day reservation for a different (and thus cancellable) day. I've also read here that the latter loophole may have been closed, but that was anecdotal.