For languages where no such normalization dictionary is available, we use word clusterings based on Brown clusters (Brown et al., 1992) to generalize tags from unambiguous words to previously unseen words in the same class.
to extend the dictionary D to D using clusters, we first run clustering on the unlabeled data T , using Brown clustering.