With the release of the Raspberry Pi 2 Model B and its ARMv7-based BCM2709 processor, it is now possible to run Ubuntu directly on the Raspberry Pi.
Note that the information on this page currently only applies to the Raspberry Pi 2, not the original Raspberry Pi.