We were surprised about the large difference in performance of the model on the two data sets.
we estimated the probability of each training data word appearing in a hedge cue with unigram statistics: where P (w in cue) is the probability that word w appears in a hedge cue, f (w) is frequency of the word w in the data and f (w in c) is the frequency of the word inside hedge cues.