For example, in phrase-based SMT systems (Koehn et al., 2003;Koehn, 2004), distortion model is used, in which reordering probabilities depend on relative positions of target side phrases between adjacent blocks.
distortion model can not model long-distance reordering, due to the lack of context information, thus is difficult to predict correct orders under different circumstances.