Alignments computed using this model and a noisy, automatically learned, dictionary will contain many incorrect links.
if two sentences share several content words, these incorrect links together with the correct links between the to each other, and according to our dictionary, the Arabic word for "Mexico" can be translated as any of the country names listed in the example.