The Z r , Z t (f ) and Z n (f ) terms denote the partition functions of each model, and φ r , φ n and φ t are functions mapping nonterminals and production rules to feature vectors.
we iteratively developed these templates to cover the data set, and the lexicon generated by these templates can correctly parse 96% of the examples in FOODCHAINS.