... number of gold links outside of [k, )but within [g, h). Above, the heuristic is 1, whichis also the minimal number of alignment errorsthat an ITG alignment will incur using this bispan.Ag using ... evaluations using ahand-aligned portion of the NIST MT02 test set,which consists of 150 training and 191 test sen-tences (Ayan and Dorr, 2006). We trained thebaseline HMM on 11.3 million words of ... aretokenized version of the hand-annotated data tomatch the tokenization of our corpus.8We traineda language model with Kneser-Ney smoothingon 262 million words of newswire using SRILM(Stolcke,...