We use the standard split of CTB5 as described in (Duan et al., 2007)  Following Zhang and Clark (2008a), in the experiments, we also use a dictionary to limit the number of candidate tags for each word.
for a word which occurs more than M times in the training data, the tagger only considers the POS tags co-occurred with that word in the training data.