So, the emission and transition emanating from y n would be characterized as a PCFG rule y n → x n y n+1 .
hMMs factor rule probabilities into emission and transition probabilities: without making this independence assumption, we can model right linear rules directly: So, when we condition emission probabilities on both the current state y n and the next state y n+1 , we have an exact model.