In addition to a model with a seed bilingual dictionary, it also introduced constraints on what its authors call "morphological structure" (actually the Levenshtein Distance) for keeping only the cognate words in the output.
further work on bilingual lexicon induction did not include the use of cognates, especially in the context of related languages.