The stochastic parse ranking module, which is part of the XLE distribution (Riezler and Vasserman, 2004), was trained on 34,000 manually disambiguated sentences (330,000 words).
to previous work on parse ranking for LFG treebanks (Cahill et al., 2007a), we are using discriminants as features in the log-linear model of the module.