1. A method in a specific language, for lexically disambiguating non diacritized words in a text and restoring vowels, said method comprising the steps of: generating a domain specific lexicon based on a diacritized training corpus pertaining to a specific domain; disambiguating non diacritized words in a text pertaining to the specific domain and restoring vowels by means of the previously generated domain specific lexicon.