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...Nuig panlingua kmihindi marathimtsystemsforsimilar languagetranslation task wmt atul kr ojha priya rani akanksha bansal bharathi raja chakravarthi ritesh kumar john p mccrae data science institute galway language processing llp newdelhi dr bhimrao ambedkar university agra atulkumar insight centre org outlook com nuigalway ie llh jnu ac in abstract as opennmt kleinetal marian junczys kmi submission to dowmunt et al and neamtus sennrich seeks push the state of art which provide various ways ex similar translation for hindi perimenting with use different features marathi pair part these ef architectures yet it fails achieve same re forts we conducted a series experiments sults low resource languages address challenges be b however zhang tween among mt revisited nmt models tuned hyper systems prepared this pbsmt sys parameters changed network op tems were each timize nmtfor conditions con nmtsystemsweredevelopedforhindi cluded that is very sensitive using byte encoding bpe such subwords re...