The fact that spurious word alignments might occur leads to the use of alternative representations for word alignments that allow multiple alignment hypotheses, rather than the 1-best alignment (Venugopal et al., 2009;Mi et al., 2008;Christopher Dyer et al., 2008).
table 3 shows a case where the context based model is more accurate than the regular MSD model.