There are several possibilities for future work based on new applications for phrase clusters: • In the experiments above, we used phrase clusters to smooth P(t|s) and P(s|t) when the pair (s,t) was observed in training data.
the phrase clusters often give non-zero probabilities for P(t|s) and P(s|t) when s and t were both in the training data, but didn't co-occur.