Figure 4 shows the decipherment error rate of the beam-search version of our algorithm vs. the published results of the best-performing variants of Ravi and Knight (2008) and : letter 3-gram and 6-gram, respectively.
we use it to recover transliteration mappings between different scripts without parallel data, and to solve the Gold Bug riddle, a classic example of a substitution cipher.