Configuration shift (prompt, temperature, quantization) moves nonconformity score distributions and drives conformal coverage below target; bounds, diagnostics, and mitigations are provided.
InFindings of the Association for Computational Linguistics: EACL 2024, pages 1909–1929
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Conformalized Large Language Models under Configuration Shift
Configuration shift (prompt, temperature, quantization) moves nonconformity score distributions and drives conformal coverage below target; bounds, diagnostics, and mitigations are provided.