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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Yan-Wen Wei

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Open access Aug 2026

Risk-aware multiple-choice question answering with conformal P-values

Multiple-choice question answering (MCQA) systems are often required to act on uncertain evidence while still providing a concise decision to a user. We introduce a risk-aware MCQA interface that converts normalized option probabilities into conformal prediction sets, allowing the system to retain every answer option s...

Wen-Wen Fu, Yuan-Chang Ye, Gang-Gang Yang et al. · 0 citations

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