More closely relevant to the experiments described here in, two of the best-performing three teams in the CoNLL-2002 Named Entity Recognition shared task evaluation used boosting as their base system (Carreras et al., 2002) (Wu et al., 2002).
precedents for improving performance after boosting are few.