Abstract
In spite of its inclusion in the scheduled languages of India and being one of the official languages of Assam, significant research and work is yet to be reported for machine translation of Bodo. The primary objective of the proposed system in the paper, is to develop an English to Bodo Phrase-Based Statistical Machine Translation (SMT) system using Moses, and Tourism domain English to Bodo parallel corpora. The performance of the proposed system using the BLEU score is 65.09.
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References
Bhattacharyya, P.: Machine translation. IIT Bombay, Mumbai (2001)
Antony, P.J.: Machine translation approaches and survey for Indian languages. Comput. Linguist. Chin. Lang. Process. 18(1), 47–78 (2013)
Kathiravan, P., Makila, S., Prasanna, H., Vimala, P.: Over view—The machine translation in NLP. Int. J. Sci. Adv. Technol. 2(7), 19–25 (2016)
Hutchins, W.J.: Machine translation: History of research and applications. University of East Anglia, UK (1995)
Brunning, J.: Alignment models and algorithms for statistical machine translation (Thesis). Cambridge University, UK (2010)
Koehn, P.: Statistical machine translation. Cambridge University Press, New York (2009)
Islam, M.Z., Eisele, A.: English to Bangla phrase based statistical machine translation (Thesis). Germany University, Saarland (2009)
Sharma, N., Bhatia, P.: English to Hindi statistical machine translation (Thesis). Thapar University, Patiala (2011)
Bharati, A., Moona, R., Reddy, P., Sankar, B., Sharma, D.M., et al.: Machine translation: the Shakti approach. In: Proceeding of the 19th International Conference on Natural Language Processing, pp. 1–7, Dec 2003. MT-Archive, India (2003)
Godase, A., Govilkar, S.: Machine translation development for Indian languages and its approaches. Int. J. Natl. Lang. Comput. (IJNLC) 4(2), 55–74 (2015)
Das, P., Baruah, K.K.: Assamese to English statistical machine translation integrated with a transliteration module. Int. J. Comput. Appl. 100(5), 20–24 (2014)
Singh, M.T., Borgohain, R., Gohain, S.: An English-assamese machine translation system. Int. J. Comput. Appl. 93(4), 01–06 (2014)
George, A.: English To Malayalam statistical machine translation system. Int. J. Eng. Res. Technol. (IJERT) 2(7), 640–647 (2013)
Koehn, P.: MOSES (User Manual and Code Guide). Statistical machine translation system. University of Edinburgh, UK (2014)
Uszkoreit, H.: Survey of machine translation evaluation. EuroMatrix Project, Germany (2007)
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Saiful Islam, M., Purkayastha, B.S. (2018). English to Bodo Phrase-Based Statistical Machine Translation. In: Choudhary, R., Mandal, J., Bhattacharyya, D. (eds) Advanced Computing and Communication Technologies. Advances in Intelligent Systems and Computing, vol 562. Springer, Singapore. https://doi.org/10.1007/978-981-10-4603-2_20
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DOI: https://doi.org/10.1007/978-981-10-4603-2_20
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