nese/posguide.3rd.ch.pdf In this paper, we employ the commonly used label set {B, I, E, S} for the segmentation part of cross-labels and the label of character can be in the form of {B-T}(T represents POS tag).
following (Collins, 2002), the average strategy is used to avoid the overfitting problem.