On searching misspelled collections

We describe an unsupervised, language‐independent spelling correction search system. We compare the proposed approach with unsupervised and supervised algorithms. The described approach consistently outperforms other unsupervised efforts and nearly matches the performance of a current state‐of‐the‐art supervised approach.