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...Proceedings of the th conference on language resources and evaluation lrec pages marseille may c europeanlanguageresourcesassociation elra licensed under cc by nc neural machine translation for low resourced indian languages himanshuchoudhary shivanshrao rajeshrohilla delhi technological university formerly college engineering himanshu dce gmail com rao shivansh rajesh ac in abstract alarge number signicant assets are available online english which is frequently translated into native to ease information sharing among local people who not much familiar with however manual a very tedious costly time taking process this end an effective approach convert text different without any humaninvolvement neuralmachinetranslation nmt isoneofthemostprocienttranslationtechniquesamongstallexistingmachine systems paper we have applied two most morphological rich i e tamil malayalam proposed novel model using multihead self attention along pre trained byte pair encoded bpe multibpe embeddings develop ...