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机器翻译质量评估领域自适应优化【英文版】.pdf |
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英文标题:Tailoring Domain Adaptation for Machine Translation Quality Estimation中文摘要:本文介绍了一种强大的质量估计系统,通过结合领域自适应和数据增强的方法,解决了数据稀缺和领域匹配的问题,获得了明显的性能提升,具有更好的跨语种推理和零样本学习表现。英文摘要:While quality estimation (QE) can play an important role in the translationprocess, its effectiveness relies on the availability and quality of trainingdata. For QE in particular, high-quality labeled data is often lacking due tothe high-cost and effort associated with labeling such data. Aside from thedata scarcity challenge, QE mo
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