The encoding of each source sentence is guided by the forest, and includes the forest nodes whose representations are computed in a bottom-up fashion using our ForestLSTM architecture ( §3).
in the encoding stage of this approach, different ways of constructing a phrase are taken into consideration along with the probability of rules in the corresponding trees.