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%X A huge amount of valuable resources is available on the web in English, which are often translated into local languages to facilitate knowledge sharing among local people who are not much familiar with English. %I Association for Computational Linguistics %S Proceedings of the Third Conference on Machine Translation: Shared Task Papers %T Neural Machine Translation for English-Tamil Experimental results confirm that our proposed MIDAS translator (8.33 BLEU score) outperforms Google translator (3.75 BLEU score). We use the BLEU score for evaluating the system performance.
![english to tamil english to tamil](https://i.pinimg.com/236x/61/36/ff/6136ff5ce6f2c5ed32f30992f23c87ed.jpg)
We propose a novel neural machine translation technique using word-embedding along with Byte-Pair-Encoding (BPE) to develop an efficient translation system that overcomes the OOV (Out Of Vocabulary) problem for languages which do not have much translations available online. In this paper, we apply NMT for English-Tamil language pair. Neural machine translation (NMT) is one of the most recent and effective translation technique amongst all existing machine translation systems. To this end, machine translation is an efficient approach to translate text without any human involvement. However, translating such content manually is very tedious, costly, and time-consuming process. Proceedings of the Third Conference on Machine Translation: Shared Task PapersĪssociation for Computational LinguisticsĪ huge amount of valuable resources is available on the web in English, which are often translated into local languages to facilitate knowledge sharing among local people who are not much familiar with English. Neural Machine Translation for English-Tamil Experimental results confirm that our proposed MIDAS translator (8.33 BLEU score) outperforms Google translator (3.75 BLEU score).", Publisher = "Association for Computational Linguistics",Ībstract = "A huge amount of valuable resources is available on the web in English, which are often translated into local languages to facilitate knowledge sharing among local people who are not much familiar with English.
#ENGLISH TO TAMIL MODS#
| WS SIG: SIGMT Publisher: Association for Computational Linguistics Note: Pages: 770–775 Language: URL: DOI: 10.18653/v1/W18-6459 Bibkey: choudhary-etal-2018-neural Copy Citation: BibTeX MODS XML Endnote More options… PDF: = "Neural Machine Translation for amil",īooktitle = "Proceedings of the Third Conference on Machine Translation: Shared Task Papers", Anthology ID: W18-6459 Volume: Proceedings of the Third Conference on Machine Translation: Shared Task Papers Month: October Year: 2018 Address: Belgium, Brussels Venues: EMNLP Abstract A huge amount of valuable resources is available on the web in English, which are often translated into local languages to facilitate knowledge sharing among local people who are not much familiar with English.