文章基本信息

标题：Statistical Translation using KNN and N-gram Algorithm for Machine Translation
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作者：Shilpa Modani ; Priyanka More ; Harshal Shedge 等
期刊名称：International Journal of Innovative Research in Computer and Communication Engineering
印刷版ISSN：2320-9798
电子版ISSN：2320-9801
出版年度：2017
卷号：5
期号：5
页码：9377
DOI：10.15680/IJIRCCE.2017.0505023
出版社：S&S Publications
摘要：Statistical Machine Translation is used to translate one language to another language. It is one part ofnatural language processing. This system having three important models that is 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 to Marathi. In this model translation is done byEnglish 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