We also need parameters P(q0, ql]w, v) for the probability of choosing a head transition (qo, ql, w,v,O,O) given this pair of headwords.
(We have also tried using automatic word-clustering techniques to merge states further, but for the limited domain corpora we have used so far, the results are inconclusive.)