Any accurate systems, such as the ones developed for cross document coreference, text similarity, semantic search or digital humanities, should be able to handle the misspellings in corpora.
the issue is not easy and the required processing time, memory or the dependence on external resources grow fast with the size of the analyzed corpus; consequently, most of the existing algorithms are inefficient.