Beyond Prediction: A Component-Level Study of Concept Recovery in In-Context Learning.

arXiv:2610.23936v1 Announce Type: cross Abstract: In-context learning (ICL) enables language models to make accurate predictions from demonstrations, but prediction success alone does not reveal the extent to which the underlying concept has been recovered. Ex