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Dec, 2019
神经机器翻译的迭代双域自适应
Iterative Dual Domain Adaptation for Neural Machine Translation
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Jiali Zeng, Yang Liu, Jinsong Su, Yubin Ge, Yaojie Lu...
TL;DR
本文提出一种双重迭代领域自适应框架,通过多层反向翻译知识传输来提高公共领域的翻译知识的提取效果,并通过将这种转移策略应用于多个不同相似度的领域进行了验证。该框架在中英文和英德文翻译任务中取得了令人满意的实验结果。
Abstract
Previous studies on the
domain adaptation
for
neural machine translation
(NMT) mainly focus on the one-pass transferring out-of-domain translation knowledge to in-domain NMT model. In this paper, we argue that su
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