(See Section 3.4 for more about CRFs) Linear CRF model has been successfully applied in NLP and text mining tasks (McCallum and Li, 2003;Sha and Pereira, 2003).
our problem cannot be modeled with Linear CRFs in the same way as other NLP tasks, where one node has a unique label.