Unverified50% confidenceFactExact time
After in-context learning capabilities were observed in large models such as GPT-3, ICL rapidly became a research hotspot.
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Long-term
Relevance
10/9/2026
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Unverified2020年后，以GPT-3为代表的纯解码器自回归模型凭借涌现能力和少样本学习特性确立了主流地位76% similarUnverifiedPrompt engineering originated from the in-context learning phenomenon discovered by researchers after the release of GPT-3 in 2020.74% similarUnverifiedGPT-3 首次证明当模型参数量突破千亿级别时代码理解和生成能力出现质的飞跃，被称为「涌现能力」72% similarUnverified规模定律的发现直接催生了GPT-3、GPT-4、PaLM等超大规模模型71% similarUnverifiedPrompt engineering emerged in the GPT-3 era and has evolved through paradigms such as Chain-of-Thought, Few-shot Learning, and ReAct.71% similar
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