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cs.CL2022★ 1 cited
NMTScore: A Multilingual Analysis of Translation-based Text Similarity Measures
Jannis Vamvas, Rico Sennrich
Being able to rank the similarity of short text segments is an interesting bonus feature of neural machine translation. Translation-based similarity measures include direct and piv…
cs.CL2022
As Little as Possible, as Much as Necessary: Detecting Over- and Undertranslations with Contrastive Conditioning
Jannis Vamvas, Rico Sennrich
Omission and addition of content is a typical issue in neural machine translation. We propose a method for detecting such phenomena with off-the-shelf translation models. Using con…