However, for low-resource languages with very little data, these alignments may be extremely noisy or may not exist at all.
improving the quality of word alignments leads to more accurate phrase pairs, which in turn improves the quality of an SMT system (Och and Ney, 2003;Fraser and Marcu, 2006).