Unverified50% confidenceFactExact time
The Mixture of Experts architecture can be traced back to the theoretical framework proposed by Jacobs et al. in 1991, but it was not truly introduced into the field of large-scale language models until Google's Switch Transformer paper in 2017.
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9/5/2026
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UnverifiedMoE 思想最早可追溯至1990年代 Jacobs 等人提出的专家混合神经网络,并由 Google 的 Switch Transformer(2021年)重新引爆75% similarVerifiedThe theoretical roots of the Mixture of Experts model can be traced back to the mixture of experts system proposed by Jacobs et al. in 1991.73% similarVerifiedThe Mixture of Experts (MoE) architecture can be traced back to the neural network ensemble theory proposed by Jacobs et al. in 1991.71% similarUnverifiedResearch on the MoE architecture can be traced back to a 1991 study by Jacobs et al., and experienced explosive growth in the large language model field around 2022.71% similarVerifiedMoE架构的核心思想源自1991年Jacobs等人提出的混合专家系统68% similar
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