Set-Valued Prediction for Large Language Models with Feasibility-Aware Coverage Guarantees

Ye Li, Anqi Hu, Yuanchang Ye +3

Large language models (LLMs) inherently operate over a large generation space, yet conventional usage typically reports the most likely generation (MLG) as a point prediction, whic…