... to predict the tags of some of these words, the information can propagate to the other words. If some of them are lemmatized cor-rectly, the model can be pushed to lemmatize the others correctly ... of a choice of a tag-set, tsi(one of the possible k tag-sets for the word) and, for each tagt in the chosen tag-set, a choice of a lemma out of the possible lemmas for that tag and word. For brevity, ... test set, in the order of first oc-currence in the corpus). For the rest of the lan-guages, the same procedure is applied, startingwith the full Multext-East lexicons and the text of the novel...