Estimating post-editing effort: a study on human judgements, task-based and reference-based metrics of MT quality

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Abstract:

Devising metrics to assess translation quality has always been at the core of machine translation (MT) research. Traditional automatic reference-based metrics, such as BLEU, have shown correlations with human judgements of adequacy and fluency and have been paramount for the advancement of MT system development. Crowd-sourcing has popul...More

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