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Jul, 2021
1、2、3般容易： 数字翻译的NMT系统行为测试
As Easy as 1, 2, 3: Behavioural Testing of NMT Systems for Numerical Translation
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Jun Wang, Chang Xu, Francisco Guzman, Ahmed El-Kishky, Benjamin I. P. Rubinstein...
TL;DR
本文研究了神经机器翻译系统对数字文本的健壮性，并且通过行为测试设计有效的示例来揭示系统的问题。发现数字误译是一般问题。最后，讨论了缓解数字误译的策略。
Abstract
Mistranslated numbers have the potential to cause serious effects, such as financial loss or medical misinformation. In this work we develop comprehensive assessments of the robustness of
neural machine translation
systems to
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