When we learn a single markovized PCFG from the treebank, that grammar gives a likelihood ratio of only 61.
when we train with a hierarchical model composed of a shared grammar and four individual grammars, we find that the grammar likelihood ratio for these rules goes up to 126, which is very similar to that of the empirical ratio.