Abstract: A portion of a software product is analyzed to determine a language and a subject-matter domain of the portion. A string is extracted from the portion, where the string has been translated into the language from an original string in an original language in a version of the software product. A corpus including a set of stored strings in the first language is selected. A subset of stored strings is selected from a content that is related to the subject-matter domain of the software product. When the string matches a stored string in the corpus, the string is selected into a shortlist and when a second string extracted from the portion fails to match any stored string in the corpus, the second string is excluded from the shortlist. The shortlist is output, causing a review of an accuracy of a machine translation process to be performed.