Publikation

TerrorCat: a Translation Error Categorization-based MT Quality Metric

Mark Fishel, Rico Sennrich, Maja Popovic, Ondrej Bojar

In: Proceedings of the Seventh Workshop on Statistical Machine Translation. Workshop on Statistical Machine Translation (WMT-12) befindet sich NAACL June 7-8 Montreal QC Canada Seiten 64-70 Association for Computational Linguistics 6/2012.

Abstrakt

We present TerrorCat, a submission to the WMT 12 metric sharedtask. TerrorCat uses frequencies of automatically obtained translation error categories as base for pairwise comparison of translation hypotheses, whichis 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.

Projekte

terrorcat.pdf (pdf, 126 KB )

Deutsches Forschungszentrum für Künstliche Intelligenz
German Research Center for Artificial Intelligence