method ID: pivoting

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Morphological constraints for phrase pivot statistical machine translation

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The lack of parallel data for many language pairs is an important challenge to statistical ma- chine translation (SMT). One common solution is to pivot through a third language for …...

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FBK’s Multilingual Neural Machine Translation System for IWSLT 2017

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AbstractNeural Machine Translation has been shown to enable inference and cross-lingual knowledge transfer across multiple language directions using a single multilingual model. Focusing on this multilingual translation scenario, this work …...

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Generalized Data Augmentation for Low-Resource Translation

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AbstractLow-resource language pairs with a paucity of parallel data pose challenges for machine translation in terms of both adequacy and fluency. Data augmentation utilizing a large amount of monolingual data …...

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Neural Machine Translation in Low-Resource Setting: a Case Study in English-Marathi Pair

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Publication: TIPSTER (2021)

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AbstractIn this paper and we explore different techniques of overcoming the challenges of low-resource in Neural Machine Translation (NMT) and specifically focusing on the case of English-Marathi NMT. NMT systems …...

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