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Author

Avni Mittal

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Preprint Aug 2026

TextNCA: Neural Cellular Automata for Language Modeling via Hierarchical Local Attention

The work positions the work as a controlled reading of which parts of NCA-style computation carry the weight in language modelling, and examines a hierarchical variant of the Neural Cellular Automaton that cascades three stages with windows.

Avni Mittal, Avinash Anand, Ashutosh Kumar et al. · 0 citations

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