Our algorithm could at least improve the accuracy of NER with non-local features and it was indicated that our algorithm was superior to the re-ranking approach in terms of accuracy and training cost.
the achieved accuracy was not better than that of related work (Finkel et al., 2005;Krishnan and Manning, 2006) based on CRFs.