
NM
Nikolay Mikhaylovskiy
· 1 min read
ResearcharXiv cs.CL
Writing as a Self-Organized Critical Process
arXiv:2610.05466v1 Announce Type: new
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.
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This story was published by arXiv cs.CL and written by Nikolay Mikhaylovskiy. SyncAI.news shows a preview; the complete article is on the publisher's site.
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