The full version of this paper can be found at http://www.cogsci.ed.ac.uk/'osborne/shallow.ps The insight here is that one can view (some of) the differences between tagging and (shallow) parsing as one of context: shallow parsing requires access to a greater part of the surrounding lexical/POS syntactic environment than does simple POS tagging.
an additional source of errors were odd annotation decisions.