Traditional Versus Neural Metrics for Machine Translation Evaluation

100+ new metrics since 2010

100+ new metrics since 2010

Image from Pixabay

An evaluation with automatic metrics has the advantages to be faster, more reproducible, and cheaper than an evaluation conducted by humans.

This is especially true for the evaluation of machine translation. For a human evaluation, we would ideally need expert translators

For many language pairs, such experts a…