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Jan, 2023
N-Gram最近邻机器翻译
N-Gram Nearest Neighbor Machine Translation
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Rui Lv, Junliang Guo, Rui Wang, Xu Tan, Qi Liu...
TL;DR
本文提出了一种新颖的 $n$-gram 最近邻检索方法,可以提高机器翻译的精度并适用于 Autoregressive Translation 和 Non-Autoregressive Translation 模型,改进后的方法在AT和NAT模型上的平均BLEU分别提高了1.03和2.76。
Abstract
nearest neighbor
machine translation
augments the
autoregressive translation
~(AT) with $k$-nearest-neighbor retrieval, by comparing the si
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