Second, we report higher performance than the previous best results on syntactic chunking (the CoNLL'00 corpus) and named entity chunking (the CoNLL'03 English and German corpora).
our results are obtained by using unlabeled data as the only additional resource while many of the top systems rely on hand-crafted resources such as large name gazetteers or even rulebased post-processing.