However, the seed lexicons used in §4.1 have been artifically constructed from aggregating attributes of word types over the treebank.
it word exchange cluster * lowercase(word) capitalization {1,2,3}-g suffix * digit {1,2,3}-g prefix * punctuation Table 6: Features used to train the morphological tagger on the universal dependency treebank.