most citedReassessing High-Performing LLMs on Polish Medical Exams: True Competence or Bias-Driven Performance?

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cs.CL2026★ 1 cited

Reassessing High-Performing LLMs on Polish Medical Exams: True Competence or Bias-Driven Performance?

Antoni Lasik, Jakub Pokrywka, Łukasz Grzybowski +7

Large language models (LLMs) in medicine are mainly evaluated using multiple-choice question answering (MCQA), which can overestimate real clinical ability due to guessing strategi…