Making Headlines in Hindi: Automatic English to Hindi News Headline Translation
نویسندگان
چکیده
News headlines exhibit stylistic peculiarities. The goal of our translation engine ‘Making Headlines in Hindi’ is to achieve automatic translation of English news headlines to Hindi while retaining the Hindi news headline styles. There are two central modules of our engine: the modified translation unit based on Moses and a co-occurrencebased post-processing unit. The modified translation unit provides two machine translation (MT) models: phrase-based and factor-based (both using in-domain data). In addition, a co-occurrence-based post-processing option may be turned on by a user. Our evaluation shows that this engine handles some linguistic phenomena observed in Hindi news headlines.
منابع مشابه
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...
متن کاملContrastive Analysis of Political News Headlines Translation According to Berman’s Deformative Forces
The present research aimed at investigating the deformation of political news headlines translation between English and Persian News Agencies based on Berman`s deformative system. For this purpose, 100 news headlines in English were selected from BBC, Reuters, Associated Press, France, France 24, Financial Times, Business Times, New York Times, Politico, Guardian, CNN, Bloomberg, Middle East Ey...
متن کاملTranslation of News Headlines
Machine-Translation of news headlines is difficult since the sentences are fragmentary and abbreviations and acronyms of proper names are frequently used. Another difficulty is that, since the headline comes at the top of a news article, the context information useful to disambiguate the sense of words and to determine their translation(target word) is not available. This paper proposes a new a...
متن کاملA Semantics-based English-Bengali EBMT System for translating News Headlines
The paper reports an Example based Machine Translation System for translating News Headlines from English to Bengali. The input headline is initially searched in the Direct Example Base. If it cannot be found, the input headline is tagged and the tagged headline is searched in the Generalized Tagged Example Base. If a match is obtained, the tagged headline in Bengali is retrieved from the examp...
متن کاملA Framework for Managing Verb Phrase Effective and Easy English-Hindi Machine Translation
Automatic Machine Translations from one to another language have been the subject of great attention of computational linguistics for many years. In EnglishHindi Machine Translation, verb tuning is a vital operation. Present paper is an approach to describe easy English-Hindi verb phrase mapping. This work results satisfactory in Machine Translation over type of English sentences. It is observe...
متن کامل