We then simulated, in a similar fashion, the construction of higher quality lexicons by using relative frequencies of tags for each word from the tagged Treebank to limit allowable word-tag assignments.
tags that appeared the tag of a particular word less than X% of the time were omitted from the set of possible tags for that word.