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TerrorCat: a Translation Error Categorization-based MT Quality Metric

Publication at Faculty of Mathematics and Physics |
2012

Abstract

We present TerrorCat, a submission to the WMT’12 metrics shared task. TerrorCat uses frequencies of automatically obtained translation error categories as base for pairwise comparison of translation hypotheses, which is in turn used to generate a score for every translation.

The metric shows high overall correlation with human judgements on the system level and more modest results on the level of individual sentences.