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In 2022, the Google Brain team first systematically documented the phenomenon of 'emergent abilities' in large language models in the paper 'Emergent Abilities of Large Language Models'
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5/31/2026
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VerifiedThe emergent ability phenomenon was systematically documented by DeepMind researchers in the 2022 paper 'Emergent Abilities of Large Language Models'.84% similarUnverified2006年Google翻译初始系统使用了一个在数万亿词文本上训练的5-gram语言模型，这很可能是世界上第一次万亿token规模的语言模型训练76% similarUnverifiedThe paper "Emergent Abilities of Large Language Models," published by a Google research team in TMLR in 2022, documented more than 137 abilities that are absent in smaller models but suddenly emerge once model parameter scale crosses a threshold76% similarUnverified2023年多项研究指出，大语言模型的使用可能影响用户的元认知能力，即人对自身认知过程的监控和调节能力74% similarUnverifiedIn 2023, Stanford University researcher Rylan Schaeffer and colleagues published a paper titled "Are Emergent Abilities of Large Language Models a Mirage?", pointing out that the emergence phenomenon may partly be an artifact of the choice of evaluation metrics.73% similar
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