This practice could be made more rigorous by relying on distributional similarity.
the work of Gildea (2001) showed that, with an approximate reimplementation of Collins' Model 1, removing all parameters that involved dependencies between a modifier word and its head resulted in a surprisingly small decrease in overall parse accuracy.