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Aix-Marseille Univ., CNRS, LIS UMR 7020, 13000 Marseille, France, N UMR 6004, 44000 Nantes, France
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CPT+SFT may lead to the best performance in multiple-choice QA, but SFT alone is often a surprisingly effective and economical choice.
LLMs judging medical QA are heavily biased by the answer's source, but a little fine-tuning can make smaller models surprisingly fair.
