Over the past 15 years, there has been increasing use of linguistically annotated sentence collections, such as the Penn Treebank (PTB), for constructing statistically based parsers. While these parsers have generally been built for engineering purposes, more recently such approaches have been advanced as potentially cognitively relevant, e.g., for addressing the problem of human language acqui...