BLEU Score

How to Evaluate Machine Translation and Post-Editing Quality?

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How to Evaluate Machine Translation and Post-Editing Quality?

This article is based on an interview with RWS Senior Solutions Architect Miklós Urbán. 1. Automatic Evaluation Metrics for Machine Translation Quality “ Evaluating the quality of machine translation is crucial for improving machine translation quality. However, what are the best metrics for measuring the quality of machine translation (MT)? There are two types of … Read more

FAIR’s Next-Generation Unsupervised Machine Translation: Simpler Models, Better Performance

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FAIR's Next-Generation Unsupervised Machine Translation: Simpler Models, Better Performance

Selected from arXiv Authors: Guillaume Lample et al. Translation by Machine Heart Contributors: Zhang Qian, Lu Recently, researchers from FAIR proposed two variants of machine translation models, one being a neural model and the other based on phrases. The researchers combined two recently proposed unsupervised methods, simplifying the structure and loss functions, resulting in a … Read more