A p-value reformulation of split conformal prediction for LLM multiple-choice QA achieves nominal miscoverage control on MMLU and MMLU-Pro.
LL a VA steering: Visual instruction tuning with 500x fewer parameters through modality linear representation-steering
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Conformal P-Value in Multiple-Choice Question Answering Tasks with Provable Risk Control
A p-value reformulation of split conformal prediction for LLM multiple-choice QA achieves nominal miscoverage control on MMLU and MMLU-Pro.