Named entity recognition using a modified Pegasos algorithm
Changki Lee, Pum-Mo Ryu, Hyunki Kim · 2011
In this paper, we describe a named entity recognition using a modified Pegasos algorithm for structural SVMs. We show the modified Pegasos algorithm significantly outperformed CRFs and the training time for the modified Pegasos algorithm is reduced 17-26 times compared to CRFs.