Many-Shot In-Context Learning Rishabh Agarwal, A vi Singh
–Neural Information Processing Systems
LLMs excel at few-shot in-context learning (ICL) - learning from a few input-output examples ("shots") provided in context at inference, without any weight updates.
Neural Information Processing Systems
Feb-16-2026, 12:59:01 GMT
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