文章基本信息

标题：Literature Survey on "Statistical Translation System for English to Marathi Using KNN and N-Gram Method"
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作者：Shilpa Modani ; Priyanka More ; Harshal Shedge 等
期刊名称：International Journal of Innovative Research in Science, Engineering and Technology
印刷版ISSN：2347-6710
电子版ISSN：2319-8753
出版年度：2016
卷号：5
期号：12
页码：20300
DOI：10.15680/IJIRSET.2016.0512008
出版社：S&S Publications
摘要：Statistical Machine Translation is used to translate one language to another language. It is one of the partof natural language processing. This system having three important models that are Language Model (LM), TranslationModel(TM), Decoder. In this system, we will generate an output as decoder and that uses language model andtranslation model. For this we will uses two languages such as English and Marathi. In this model translation done isEnglish language to Marathi language. For this we will use bigram, trigram, unigram and n-gram methods to find theprobability. In this we generate the three results that are with KNN, without KNN, using both methods.
关键词：Machine translation; Corpus based machine translation; Machine learning; Information retrieval; Ngram;Predictive Analytic; Multilingual chatter; Statistical machine translation; KNN