Connecting Arduino to Arduino

I read about this via I2C, but does anybody know if it is possible for an Arduino uno to maintain multiple 1-to-1 RX/TX communication channels with other Arduino boards via software serial http://arduino.cc/en/Reference/SoftwareSerial ? Many thanks!