To make notations consistent, we useỸ = Y {UN,B-NT,I-NT} to denote the label set of WL data, where UN indicates that the word is unlabeled, and NT denote only the type is unlabeled.
wL data is more practical to obtain, since it is difficult for people to accurately annotate those entities that they do not know or are not interested in.