BriefGPT.xyz
Nov, 2020
使用跨语言Transformers的翻译质量评估
TransQuest: Translation Quality Estimation with Cross-lingual Transformers
HTML
PDF
Tharindu Ranasinghe, Constantin Orasan, Ruslan Mitkov
TL;DR
本文介绍了一种基于跨语言transformer的简单句子级质量估计框架，实现了两种不同的神经网络架构，并表明当在WMT数据集上训练时，这些方法能够超越当前开源的质量估计框架，尤其在面对低资源语言时能够获得竞争性的结果
Abstract
Recent years have seen big advances in the field of
sentence-level quality estimation
(QE), largely as a result of using
neural-based architectures
. However, the majority of these methods work only on the languag
→