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Benjamin Marie

2 accepted papers

2021

Scientific Credibility of Machine Translation Research: A Meta-Evaluation of 769 Papers

ACL 2021long

This paper presents the first large-scale meta-evaluation of machine translation (MT). We annotated MT evaluations conducted in 769 research papers published from 2010 to 2020. Our study shows that practices for automatic MT evaluation have dramatically changed during the past decade and follow conc…