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- W4288100462 abstract "Neural machine translation is the current state-of-the-art in machine translation. Although it is successful in a resource-rich setting, its applicability for low-resource language pairs is still debatable. In this paper, we explore the effect of different techniques to improve machine translation quality when a parallel corpus is as small as 324 000 sentences, taking as an example previously unexplored Russian-Tatar language pair. We apply such techniques as transfer learning and semi-supervised learning to the base Transformer model, and empirically show that the resulting models improve Russian to Tatar and Tatar to Russian translation quality by +2.57 and +3.66 BLEU, respectively." @default.
- W4288100462 created "2022-07-28" @default.
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- W4288100462 date "2019-10-01" @default.
- W4288100462 modified "2023-09-26" @default.
- W4288100462 title "Application of Low-resource Machine Translation Techniques to Russian-Tatar Language Pair" @default.
- W4288100462 doi "https://doi.org/10.48550/arxiv.1910.00368" @default.
- W4288100462 hasPublicationYear "2019" @default.
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