Mapping it back into the entropy definition from equation 3, we derive the tree entropy of w as follows: Using the bottom-up, dynamic programming technique (see the appendix for details) of computing inside probabilities (Lari and Young 1990), we can efficiently compute the probability of the sentence, P(w | G).
the early learning rate of f conf is as poor as that of f novel .