Abstract: The present invention provides a method of correction of misspelled and confused words in a phrase written in a natural language, as well as a computer system employing this method. The method of the invention comprises creating a fast-lookup N-gram database for context spelling combined with editing and phonetic rules, POS and grammar bindings. Employed in the computing system the method permits to achieve fast and efficient spelling correction with a high correction success level for most difficult texts. The method of the invention does not require any pre-training or pre-learning user-specific patterns of errors.

Abstract: The present invention provides a method of correction of misspelled, confused words and grammar errors in a text, as well as a computer system employing this method. The method of the invention is user-interactive, which means that, when implemented by a computer system, the interaction between the user and the system is employed with the aid of the user-system interface. In the method of the invention the method detects misspelled and confused words, where some of the detected confused words could be grammar errors, and provides user with the correction alternatives for each such word. In response, the user can chose an appropriate correction, mark the word as correct or require other correction alternatives. The user-system dialog, which is intended to improve the correctness of the text, is repeated until all the words-in-question are corrected or marked by the user as correct.

Abstract: The present invention provides a method of correction of misspelled and confused words in a phrase written in a natural language, as well as a computer system employing this method. The method of the invention comprises creating a fast-lookup N-gram database for context spelling combined with editing and phonetic rules, POS and grammar bindings. Employed in the computing system the method permits to achieve fast and efficient spelling correction with a high correction success level for most difficult texts. The method of the invention does not require any pre-training or pre-learning user-specific patterns of errors.