Finally, and most similar to our approach, several models have been proposed that directly compare subtrees between two sentences (Chen et al., 2017;Zhao et al., 2016).
all of these models are pipelined; they obtain the sentence structure in a non-differentiable preprocessing step, losing the benefits of end-to-end training.