We also wish to assess whether the linguistic variation of the learned mappings was greater than what we could easily have generated with a hand-crafted dictionary, or a hand-crafted dictionary augmented with aggregation operators, as in (Walker et al., 2003).
we first categorized the mappings by the patterns of the DSyntSs.