You can use the internal pullup available on RPi. This is what OpenSprinkler firmware does:
https://github.com/OpenSprinkler/OpenSprinkler-Firmware/blob/master/gpio.cpp#L292
it calls the system’s gpio command to enable internal pullup. This requires wiringPi to be installed.