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Hits 1 – 9 of 9
1
QEMind: Alibaba's Submission to the WMT21 Quality Estimation Shared Task ...
Wang, Jiayi
;
Wang, Ke
;
Chen, Boxing
;
Zhao, Yu
;
Luo, Weihua
;
Zhang, Yuqi
. - : arXiv, 2021
Abstract:
Quality Estimation, as a crucial step of quality control for machine translation, has been explored for years. The goal is to investigate automatic methods for estimating the quality of machine translation results without reference translations. In this year's WMT QE shared task, we utilize the large-scale XLM-Roberta pre-trained model and additionally propose several useful features to evaluate the uncertainty of the translations to build our QE system, named \textit{QEMind}. The system has been applied to the sentence-level scoring task of Direct Assessment and the binary score prediction task of Critical Error Detection. In this paper, we present our submissions to the WMT 2021 QE shared task and an extensive set of experimental results have shown us that our multilingual systems outperform the best system in the Direct Assessment QE task of WMT 2020. ... : Winner of WMT 2021 QE shared task 1 ...
Keyword:
Computation and Language cs.CL
;
FOS Computer and information sciences
URL:
https://dx.doi.org/10.48550/arxiv.2112.14890
https://arxiv.org/abs/2112.14890
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2
Rethinking Zero-shot Neural Machine Translation: From a Perspective of Latent Variables ...
Wang, Weizhi
;
Zhang, Zhirui
;
Du, Yichao
. - : arXiv, 2021
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3
Bilingual Dictionary Based Neural Machine Translation without Using Parallel Sentences ...
Duan, Xiangyu
;
Ji, Baijun
;
Jia, Hao
. - : arXiv, 2020
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4
Iterative Domain-Repaired Back-Translation ...
Wei, Hao-Ran
;
Zhang, Zhirui
;
Chen, Boxing
. - : arXiv, 2020
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5
Cross-lingual Pre-training Based Transfer for Zero-shot Neural Machine Translation ...
Ji, Baijun
;
Zhang, Zhirui
;
Duan, Xiangyu
. - : arXiv, 2019
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6
"Bilingual Expert" Can Find Translation Errors ...
Fan, Kai
;
Wang, Jiayi
;
Li, Bo
. - : arXiv, 2018
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7
Bilingual sense similarity for statistical machine translation
Chen, Boxing
;
Foster, George
;
Kuhn, Roland
In:
Association for Computational Linguistics. Proceedings of the conference. - Stroudsburg, Penn. : ACL
48 (2010) 2, 834-843
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8
The talp & i2r smt systems for iwslt 2008
Maxim Khalilov
;
Marta R. Costa-jussà
;
Carlos A. Henrı́quez Q
...
In: http://gps-tsc.upc.es/veu/personal/khalilov/Docs/IWSLT08-CR4.pdf (2008)
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9
The talp & i2r smt systems for iwslt 2008
Maxim Khalilov
;
Marta R. Costa-jussà
;
Carlos A. Henrı́quez Q
...
In: http://www.mt-archive.info/IWSLT-2008-Khalilov.pdf (2008)
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