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Apr, 2023
探究 Paracrawl 用于文档级神经机器翻译
Exploring Paracrawl for Document-level Neural Machine Translation
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Yusser Al Ghussin, Jingyi Zhang, Josef van Genabith
TL;DR
本研究使用大规模平行语料库 Paracrawl 中抽取的平行段落为训练数据,研究了文档级神经机器翻译的效果,结果表明其在实际应用中优于句子级机器翻译,并且可以帮助上下文感知的代词翻译。
Abstract
document-level neural machine translation
(NMT) has outperformed sentence-level NMT on a number of datasets. However, document-level NMT is still not widely adopted in
real-world translation systems
mainly due to
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