13. A method for creating a new entry in morphological electronic dictionary for a natural language, using a computer system comprising: one or more processors; and an electronic memory; the method comprising: identifying a word token in a text corpus; applying one or more morphological paradigm rules to the word token to generate one or more hypotheses about a base form of the word token; generating other word forms for the base form, where the other word forms correspond to the generated one or more hypotheses; verifying at least one hypothesis of the one or more hypotheses for at least one of the other word forms of the word token; estimating the at least one hypothesis to get rating scores by checking in the text corpus for the generated other word forms; identifying a best verified hypothesis, wherein the best verified hypothesis is a verified hypothesis with the highest rating scores; adding an inflection paradigm and a grammatical value to the base form of the word token based on the best verified hypothesis; and adding a new entry in a morphological electronic dictionary, the new entry comprising the base form of the word token according to the best verified hypothesis.
13. A method for creating a new entry in morphological electronic dictionary for a natural language, using a computer system comprising: one or more processors; and an electronic memory; the method comprising: identifying a word token in a text corpus; applying one or more morphological paradigm rules to the word token to generate one or more hypotheses about a base form of the word token; generating other word forms for the base form, where the other word forms correspond to the generated one or more hypotheses; verifying at least one hypothesis of the one or more hypotheses for at least one of the other word forms of the word token; estimating the at least one hypothesis to get rating scores by checking in the text corpus for the generated other word forms; identifying a best verified hypothesis, wherein the best verified hypothesis is a verified hypothesis with the highest rating scores; adding an inflection paradigm and a grammatical value to the base form of the word token based on the best verified hypothesis; and adding a new entry in a morphological electronic dictionary, the new entry comprising the base form of the word token according to the best verified hypothesis. 22. The method of claim 13 , wherein the one or more morphological paradigm rules applied to the word token comprise one or more rules for changing each word token, the one or more rules are selected from a group consisting of: adding an affix, removing an affix, adding an ending, removing an ending, and combinations thereof.