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arXiv cs.CL
arXiv cs.CL
7/22/2026
Building a European Multilingual Evaluation Dataset: The MMLU Localisation Project within the EMT Network

Building a European Multilingual Evaluation Dataset: The MMLU Localisation Project within the EMT Network

Short summary

The EU's Directorate-General for Translation and the European Master's in Translation network collaborated to localize the MMLU benchmark into 11 European languages. The project creates a more inclusive LLM evaluation dataset while giving translation students hands-on training in revision, project management, and multilingual coordination. The paper also documents methodological and workflow challenges encountered during localization.

  • •MMLU benchmark localized into 11 European languages via EU DGT and EMT network
  • •Project doubles as professional training for translation master's students
  • •Paper documents methodological, administrative, and workflow challenges in localization

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