Because our model is essentially equivalent to the generative Model C in Eisner (1996), the consistence of the language model can be guaranteed.
⟨O⟩m ϕ 1 ⟨/O⟩ (O ∈ {L, R}) is generated as a Markov sequence to serve as the modifier word sequences (left/right separately) of the head word.