Literature review.

Following are the literature review presented here for the development of Hindi to Marathi Machine Translation system. ANUBAAD translates news headlines from English to Bengali, which uses example based Machine Translation system. The input headline is initially searched in the direct example base for an exact match. If a match is obtained, the Bengali headline from the example base is produced as output. If there is no match, the headline is tagged and the tagged headline is searched in the Generalized Tagged Example base. If a match is obtained, the output Bengali headline is to be generated after appropriate synthesis. If a match is not found, the Phrasal example base will be used to generate the target translation. If the headline still cannot be translated, the heuristic translation strategy applied is-translation of the individual words or terms in their order of appearance in the input headline will generate the translation of the input headline. Appropriate dictionaries have been consulted for translation of the news headline.