Beyond Prediction: A Component-Level Study of Concept Recovery in In-Context Learning
arXiv:2610.23936v1 Announce Type: new 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. Existing evaluations typically assess recov…
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- 2026-10-21 04:00 · arXiv cs.LG
Beyond Prediction: A Component-Level Study of Concept Recovery in In-Context Learning