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Po-Han Chiang

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#natural language process... Preprint Sep 2026

URCHIN: A Horizontal Spiking Language Model for Data-Constrained Pretraining

The BabyLM challenge measures how much language a model can learn from developmentally-plausible, child-scale data rather than internet-scale corpora, yet prior language models forgo the biological constraints of the neural circuitry that acquires human language: spiking neurons separated into excitatory and inhibitory...

Po-Han Chiang · 0 citations

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