Previous approaches to cognate transliteration (Mulloni, 2007;Beinborn et al., 2013) suffer from the drawback that they require an existing list of cognates, which is infeasible for low-resource languages.
we automatically generate cognate tables by clustering words from existing lexical resources using a combination of similarity measures.