The natural difference between their works and our work is as follows: In (Neubig et al., 2012;Nakagawa, 2015), they train an incremental parser for preordering, following the order in the target language before decoding, but we do reordering while decoding.
we adopt their model but make use of it as an online reordering heuristic during decoding.