To normalize for the number of parses, the uncertainty-based evaluation function, f unc , is defined as a measurement of similarity between the actual probability distribution of the parses and a hypothetical uniform distribution for that set of parses.
we divide the tree entropy by the log of the number of parses: 10 We now derive the expression for TE (w, G).