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Tigrinya Neural Machine Translation with Transfer Learning for Humanitarian Response
arXiv - CS - Computation and Language Pub Date : 2020-03-09 , DOI: arxiv-2003.11523
Alp \"Oktem, Mirko Plitt, and Grace Tang

We report our experiments in building a domain-specific Tigrinya-to-English neural machine translation system. We use transfer learning from other Ge'ez script languages and report an improvement of 1.3 BLEU points over a classic neural baseline. We publish our development pipeline as an open-source library and also provide a demonstration application.

中文翻译:

Tigrinya 神经机器翻译与人道主义响应的迁移学习

我们报告了我们在构建特定领域的提格里尼亚语到英语的神经机器翻译系统方面的实验。我们使用来自其他 Ge'ez 脚本语言的迁移学习,并报告比经典神经基线提高了 1.3 BLEU 点。我们将我们的开发管道作为开源库发布,并且还提供了一个演示应用程序。
更新日期:2020-03-26
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