Abstract: Based on three evolutionary computational models that respectively simulate lexical, categorical and syntactic evolutions, we explore the effect ...
Simulation results reveal a critical scaling degree (λ ≈ 1.0) in power-law distributions that helps accelerate the diffusion of linguistic conventions and ...
Simulation results reveal a critical scaling degree (λ ≈ 1.0) in power-law distributions that helps accelerate the diffusion of linguistic conventions and ...
A cross-model study on the effect of power-laws on language evolution
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Simulation results reveal a critical scaling degree in power-law distributions that helps accelerate the diffusion of linguistic conventions and preserve ...
Tao Gong, Lan Shuai: A cross-model study on the effect of power-laws on language evolution. IEEE Congress on Evolutionary Computation 2012: 1-8.
A cross-model analysis reveals an optimal social popularity, in which the λ value of the power law distribution is around 1.0. Under this scaling, linguistic ...
Abstract We evaluate the effect of a power-law-distributed social popularity on the origin and change of language, based on three artificial life models ...
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Evolutionary Computation (CEC). A cross-model study on the effect of power-laws on language evolutiondoi.org · T Gong, L Shuai. Evolutionary Computation (CEC) ...
A cross-model study on the effect of power-laws on language evolution · Computer Science, Linguistics. 2012 IEEE Congress on Evolutionary Computation · 2012.
Jan 23, 2020 · We study empirical scaling laws for language model performance on the cross-entropy loss. The loss scales as a power-law with model size, dataset size, and the ...
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