WordNet sense 1 (a physiological need for food; the consequence of food deprivation):

hungriness

WordNet sense 2 (strong desire for something (not food or drink)):

thirst, thirstiness

WordNet sense 3 (have a craving, appetite, or great desire for):

crave, lust, starve

WordNet sense 4 (be hungry; go without food):

famish