This field pre-viously focused on improving parsing accuracy on Penn Treebank (Marcus et al., 1993).
robustness was largely improved by evaluation using multiple corpora including Ontonotes (Hovy et al., 2006) and Google Web Treebank (Petrov and McDonald, 2012).