I haven't played for awhile, so apologies if this was recently changed in a patch that I missed.
Rivers no longer seem to stop movement at all as they once did, or inhibit movement in any way beyond a normal 1 movement point cost (which makes them a faster way to get through forests or hilly areas, actually).