Like WASP −1 , the phrase extraction algorithm of PHARAOH is based on the output of a word alignment model such as GIZA++ (Koehn et al., 2003), which performs poorly when applied directly to MRLs (Section 3.2).
finally, we show that hybridizing these two approaches results in still more accurate generation systems.