The Position and Permutation performed significantly better (p < 0.05) compared to Random, Length and SynSem baselines.
we perform Laplace smoothing to avoid zero probability transitions between states: This HMM formulation allows us to use efficient dynamic programming to compute the likelihood of a sequence of solutions.