| 基于QE的机器翻译重排序方法研究 |
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| 引用本文： | 翟煜锦,李培芸,项青宇,李茂西,裘白莲,钟茂生,王明文. 基于QE的机器翻译重排序方法研究[J]. 江西师范大学学报(自然科学版), 2020, 44(1): 46-50+88. DOI: 10.16357/j.cnki.issn1000-5862.2020.01.08 |
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| 作者姓名： | 翟煜锦 李培芸 项青宇 李茂西 裘白莲 钟茂生 王明文 |
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| 作者单位： | 江西师范大学计算机信息工程学院,江西 南昌 330022 |
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| 摘 要： | 该文提出了一种融合BERT语境向量的多模型集成的翻译质量估计方法,以及基于译文质量估计的多候选译文重排序方法,实验结果表明,这2种方法均取得了较好的实验效果.
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| 关 键 词： | 机器翻译 机器翻译质量估计 重排序 编码器-解码器模型 卷积神经网络 |
The Study on the Method of Machine Translation Reordering Based on QE |
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| ZHAI Yujin,LI Peiyun,XIANG Qingyu,LI Maoxi,QIU Bailian,ZHONG Maosheng,WANG Mingwen. The Study on the Method of Machine Translation Reordering Based on QE[J]. Journal of Jiangxi Normal University (Natural Sciences Edition), 2020, 44(1): 46-50+88. DOI: 10.16357/j.cnki.issn1000-5862.2020.01.08 |
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| Authors: | ZHAI Yujin LI Peiyun XIANG Qingyu LI Maoxi QIU Bailian ZHONG Maosheng WANG Mingwen |
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| Affiliation: | College of Computer Information Engineering,Jiangxi Normal University,Nanchang Jiangxi 330022,China |
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| Abstract: | A multi-model ensemble quality estimation method is proposed,which integrates the BERT context vectors.Based on quality estimation,a multi-candidate translation reordering method has been proposed.The experimental results show that both methods have achieved good results. |
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| Keywords: | machine translation machine translation quality estimation reordering encoder-decoder model convolutional neural network |
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