Similar to lexical features, we also introduce internal-external word alignment features as follows: where { In addition to the lexical correspondence, we also capture the structural divergence by introducing the tree structural features as follows: Span difference: Translational equivalent subtree pairs tend to share similar length of spans.
the model will penalize the candidate subtree pairs with largely different length of spans.