Sequential tagging with the BIO tag set has proven quite accurate for shallow parsing and named entity extraction tasks (Kudo and Matsumoto, 2001;Sha and Pereira, 2003;Tjong Kim Sang and De Meulder, 2003).
this approach can only identify non-overlapping, contiguous segments.