In contrast, the peripheral vocabulary per level includes those words that tend to appear in only few textbooks and which are hence not indicative of the vocabulary commonly targeted at a given proficiency level.
we could collect more extensive learner annotations for all six proficiency levels in order to automatically learn a new transformation rule that defines vocabulary knowledge similarly to the learners' annotations.