ALINE (Kondrak, 2003) is another illustration of the challenge of manually assigning numerical values in order to accurately represent the complex relative phonetic similarity relationships across various languages.
precision and MRR: Here we evaluate the quality of the candidate ranking since in practice, downstream applications consider only a small number of possible candidates for every word.