Similarly, to study the effectiveness of the CRF model, it is replaced by its alternations, such as the HMM labeler and a beam search plus a maximum entropy based classifier.
to what is reported by Ratinov and Roth (2009), it turns out that the CRF model gives remarkably better results than its competitors.