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Writing as a Self-Organized Critical Process

arXiv自然语言 2026-10-05 03:12 4 阅读 查看原文

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.