Of course, our approach can be integrated with one based on annotation by using our bootstrapped taggers to perform semi-automated annotation, even before the first human-annotated tag has been labeled.
with PTB, all noncorresponding PPCME tags were conflated if necessary and mapped to the Penn Treebank tag set.