We used GIZA++, the implementation of the defacto standard IBM alignment model, as our baseline alignment model.
we used GIZA++ to align the concatenation of the development set, the test set, and the unaligned corpora, with 5, 5, 3 and 3 iterations of model 1, HMM, model 3, and model 4 respectively.