Writing as a Self-Organized Critical Process

Abstract:We explain autocorrelation decay power laws omnipresent in texts by self-organized criticality. Specifically, we analyze the recently released KLiCKe keystroke dataset and show that not only the final texts' autocorrelations form a manifold that adheres to a power law with a finite-size scaling, but also the text revisions generate revision-size-dependent restoring dynamics toward that manifold. Thus, human writing appears to dynamically regulate semantic correlations in a text toward a critical state.

Computation and Language (cs.CL)

arXiv:2610.05466 [cs.CL]

(or arXiv:2610.05466v1 [cs.CL] for this version)

https://doi.org/10.48550/arXiv.2610.05466 Focus to learn more arXiv-issued DOI via DataCite (pending registration)

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