Auditing Conformal Prediction for Language Models Under Inference-Time Model Shift

arXiv:2610.28937v1 Announce Type: cross Abstract: Conformal prediction (CP) for language models is typically evaluated under a matched protocol, in which calibration and deployment use the same post-training inference configuration, such as quantization mode and inference temperature. In deployment…

Read the full story at arXiv stat.ML ↗

Timeline · 1 report

1. 2026-10-22 04:00 · arXiv stat.ML
   Auditing Conformal Prediction for Language Models Under Inference-Time Model Shift