Papers
arxiv:2003.11523
Tigrinya Neural Machine Translation with Transfer Learning for Humanitarian Response
Published on Mar 9, 2020
Abstract
Domain-specific Tigrinya-to-English neural machine translation system built using transfer learning from Ge'ez script languages shows improved performance over traditional baselines.
AI-generated summary
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.
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