Instead of dealing with this task in a hierarchical way, where the algorithm will first learn whether to talk about a factor and then to decide how to refer to it, we transformed the task in order to reduce the learning steps.
classification can reduce the decision workload by deciding either in which way to talk about it, or not to talk about a factor at all.