Ramakrishna Appicharla

Source-Free MT Evaluation Is Not MT Evaluation

Reference-based metrics remain the standard choice in machine translation evaluation, partly because quality estimation methods often correlate less well with human judgments. As a result, source-free, reference-based evaluation has become the practical norm, even though it is unfaithful to the definition of translatio...