We regard the process of building a taxonomy as making a sequence of actions.
we define that an action a t at time step t is to (1) select a term x 1 from the remaining vocabulary V t ; (2) remove x 1 from V t , and (3) attach x 1 as a hyponym of one term x 2 that is already on the current taxonomy T t .