probing systems

Quality Estimation

In this talk, I discuss the Quality Estimation (QE) for Machine Translation (MT). I discuss the basics of the QE task, and the QE shared task organized every year. Further, the discussion get into how current MT systems achieve very good results on a …

Quality Estimation for Machine Translation

Current Machine Translation (MT) systems achieve very good results on a growing variety of language pairs and datasets. However, they are known to produce fluent translation outputs that can contain important meaning errors, thus undermining their …