Improving neural machine translation: data centric approaches
Neural machine translation (NMT), where neural networks are used to generate translations, has revolutionized the field of machine translation (MT) in the past ten years, thanks to the introduction of the attention mechanism. From the inefficient recurrent structures, NMT has evolved into the Transf...
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Format: | Thesis-Doctor of Philosophy |
Language: | English |
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Nanyang Technological University
2023
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Online Access: | https://hdl.handle.net/10356/170533 |