Therefore, to improve its accuracy, we enforce additional commonsense constraints in its Viterbi decoding.
we disallow 1-1 transitions between adjacent labels (a discourse unit can be merged with at most one adjacent unit), and we disallow all-zero sequences (at least one pair must be merged).