AI engineering glossary · Evaluation metrics

What is TER (translation edit rate)?

Translation edit rate (also called TER): A translation metric counting the minimum number of edits (insertions, deletions, substitutions and shifts of word blocks) needed to turn the system output into a reference, divided by the reference length. Lower is better, and it approximates how much human post-editing is needed.

Level: advancedTopic: Evaluation metrics

Translation edit rate: an example

If 3 edits fix a 12-word output, TER = 3 / 12 = 0.25.

Related terms

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Where you learn it

Translation edit rate is part of the AI Engineering Program, which teaches it with notes, a hands-on lab and an exam. The first lesson is free.

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