Throughout this article, when full parsing information is available, we assume that the system is presented with the full phrase-structure parse tree as defined in the Penn Treebank (Marcus, Marcinkiewicz, and Santorini 1993) but without trace and functional tags.
when only shallow parsing information is available, the full parse tree is reduced to only the chunks and the clause constituents.