Given a sentence-aligned parallel corpus D, we first conduct unsupervised bidirectional word alignment, and then collect an alignment dictionary.
in each word-aligned sentence pair of D, we keep all alignments with conditional alignment probability exceeding a threshold δ = 0.95 and discard the others.