Reference-free system for automated human translation quality estimation

机译：自动翻译质量估计的无参考系统

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摘要

In this study the plausibility of automated human translation quality estimation is investigated to tackle the slowness, expensiveness and inconsistency of human evaluation. A reference free approach using machine learning is advanced to address four research questions. The methodology characteristic of this approach is then presented in detail. Finally, the author reports the latest progress of the project and some preliminary findings.

机译：在这项研究中，对人工翻译质量自动评估的合理性进行了研究，以解决人类评估的缓慢，昂贵和不一致的问题。先进的使用机器学习的无参考方法可解决四个研究问题。然后详细介绍了这种方法的方法论特征。最后，作者报告了该项目的最新进展和一些初步发现。

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《Iberian Conference on Information Systems and Technologies》|2017年|1-5|共5页
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作者
Yu Yuan; Bogdan Babych; Serge Sharoff;
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关键词
Estimation; Semantics; Training; Pragmatics; Syntactics; Feature extraction; Predictive models;

机译：估计;语义;训练;语用学;句法;特征提取;预测模型;

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1. Reference-Free Automated Magnetic Sensor Calibration for Angle Estimation in Smart Knee Prostheses [J] . Arami A., Rechenmann J.D., Aminian K. IEEE sensors journal . 2014,第6期

机译：智能膝关节假体角度估计的无参考自动磁传感器校准
2. Transforming machine translation: a deep learning system reaches news translation quality comparable to human professionals [J] . Martin Popel, Marketa Tomkova, Jakub Tomek, Nature Communications . 2020,第1期

机译：变换机器翻译：深度学习系统达到了与人类专业人士相当的新闻翻译质量
3. Attenuation estimation of soft tissue with reference-free minimization of system effects [J] . Khan Md. Hadiur Rahman, Hasan Md. Kamrul Biomedical signal processing and control . 2019,第APRa期

机译：通过无参考最小化系统影响来估计软组织的衰减
4. Reference-free system for automated human translation quality estimation [C] . Yu Yuan, Bogdan Babych, Serge Sharoff Iberian Conference on Information Systems and Technologies . 2017

机译：可参考系统自动翻译质量估算
5. Interactive translation vs. pre-translation in the context of translation memory systems: Investigating the effects of translation method on productivity, quality and translator satisfaction [D] . Wallis, Julian 2006

机译：翻译记忆系统中的交互式翻译与预翻译：研究翻译方法对生产力，质量和翻译满意度的影响
6. Deep Learning to Automate Reference-Free Image Quality Assessment of Whole-Heart MR Images [O] . Davide Piccini, Robin Demesmaeker, John Heerfordt, 2020

机译：深度学习自动化无需图像质量评估全心全意图像
7. Reference-Free Automated Magnetic Sensor Calibration for Angle Estimation in Smart Knee Prostheses [O] . Arami, A, Rechenmann, JD, Aminian, K 2014

机译：用于智能膝关节假体中角度估计的无参考自动磁传感器校准
8. Differential Effect of Correct Name Translation on Human and Automated Judgments of Translation Acceptability: A Pilot Study; Technical rept [R] . Vanni, M., Walrath, J. 2008

机译：正确名称翻译对人的自然判断和自动判断翻译可接受性的差异效应：一项试点研究;技术部门

Reference-free system for automated human translation quality estimation

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