However, in unsupervised scheme, the given sentences are not segmented.
the probability for SLMs to generate a given sentence is the joint probability of all possible segmentation: where y (i) T i +1 = eos is the end of segment symbol at the end of each segment, and y (i) 0 is the context representation of y (1:i−1) .