Tag: icl

From predictions to confidence intervals: an empirical study of conformal prediction methods for in-context learning arXiv:2504.15722v1 Announce Type: new Abstract: Transformers have become a standard architecture in machine learning, demonstrating strong in-context learning (ICL) abilities that allow them to learn from the prompt at inference time. However, uncertainty quantification for ICL remains an open challenge,…