Assamese-English Bilingual Machine Translation
نویسندگان
چکیده
منابع مشابه
Assamese-English Bilingual Machine Translation
Machine translation is the process of translating text from one language to another. In this paper, Statistical Machine Translation is done on Assamese and English language by taking their respective parallel corpus. A statistical phrase based translation toolkit Moses is used here. To develop the language model and to align the words we used two another tools IRSTLM, GIZA respectively. BLEU sc...
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Al-Onaizan,Y. et-al, "Distortion models for statistical machine translation" , In Proceedings of ACL-COLING, July 2006,pp. 529 . . 536. Birch, A. et-al, "Constraining the phrase-based,joint probability statistical translation model", In Proceedings of HLTNAACL Workshop on Statistical Machine Translation, April 2006, pp 154 . . 157. Brown, P. F. et-al, "The mathematics o...
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Machine Translation is a task to translate the text from a source language to a target language in an automatic manner. Here, we describe a system that translate the English language to Assamese language text which is based on Phrase based statistical translation technique. To overcome the translation problem related with highly open word class like Proper Noun or the Out Of Vocabulary words we...
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In this paper, it is described how an Assamese sentence is translated to English using statistical machine translation. Statistical Machine Translation is the paradigm where translations from source to target language are based on statistical models. Moses is used as a platform for Statistical Machine Translation. GIZA++ is also used for word-alignment and IRSTLM for language model training. A ...
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ژورنال
عنوان ژورنال: International Journal on Natural Language Computing
سال: 2014
ISSN: 2319-4111,2278-1307
DOI: 10.5121/ijnlc.2014.3307