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.
the word with UN may be any one of the label in Y, and the word with NT may be any type.