Semantic Anchors in In-Context Learning: Why Small LLMs Cannot Flip Their Labels

Anantha Padmanaban Krishna Kumar

Can in-context learning (ICL) override pre-trained label semantics, or does it merely refine an existing semantic backbone? We address this question by treating LLMs as prompt-indu…