Wesley Deng

Opportunities for Human-centered Evaluation of Machine Translation Systems

Machine translation models are embedded in larger user-facing systems. Although model evaluation has matured, evaluation at the systems level is still lacking. We review literature from both the translation studies and HCI communities about who uses machine translation and for what purposes. We emph…