<cite>Watanabe et al. (2006)</cite> first proposed left-toright (LR) decoding for Hiero (LR-Hiero henceforth) which uses beam search and runs in O(n 2 b) in practice where n is the length of source sentence and b is the size of beam (Huang and Mi, 2010) .