english marathi neural machine translation for loresmt2021 vandanmujadia vandan mu research iiit ac in dipti misra sharma dipti iiit ac in machine translation natural language processing lab language technologies research ...
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...English marathi neural machine translation for loresmt vandanmujadia vandan mu research iiit ac in dipti misra sharma natural language processing lab technologies centre kohli center on intelligent systems international institute of information technology hyderabad abstract this paper we team onenlp iiith describe our approaches both direction experimented with transformer based and explored the use different linguistic features like posandmorphonsubword unit addition wehavealsoexploredforwardandbackwardtranslationusingweb crawledmonolingualdata weobtained overall nd st bleu scores respectively introduction mt is a eld which aims to translate text from one i e another meaning source must be fully preserved resulting translated target recent years have seen signicant quality advancements advent task types been developed they are mainly categorized into rule rbmt forcada et al statistical smt koehn nmt bahdanau translates basis grammatical rules it involves analysis generates sentence dw...