From Copying to Composition: How Language Models Develop In-Context Learning
arXiv:2610.19113v1 Announce Type: new Abstract: In-context learning (ICL) allows language models to adapt their behavior from instructions and demonstrations in a prompt, but accuracy alone does not reveal how contextual information controls their predictions. We study the acquisition and trainabil…
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- 2026-10-15 04:00 · arXiv cs.CL
From Copying to Composition: How Language Models Develop In-Context Learning