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Quantifying patterns of punctuation in modern Chinese prose

arXiv 2503.04449 ↗First posted 6 Mar 2025cs.CLcited by 1

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Abstract (arXiv)

Recent research shows that punctuation patterns in texts exhibit universal features across languages. Analysis of Western classical literature reveals that the distribution of spaces between punctuation marks aligns with a discrete Weibull distribution, typically used in survival analysis. By extending this analysis to Chinese literature represented here by three notable contemporary works, it is shown that Zipf's law applies to Chinese texts similarly to Western texts, where punctuation patterns also improve adherence to the law. Additionally, the distance distribution between punctuation marks in Chinese texts follows the Weibull model, though larger spacing is less frequent than in English translations. Sentence-ending punctuation, representing sentence length, diverges more from this pattern, reflecting greater flexibility in sentence length. This variability supports the formation of complex, multifractal sentence structures, particularly evident in Gao Xingjian's "Soul Mountain". These findings demonstrate that both Chinese and Western texts share universal punctuation and word distribution patterns, underscoring their broad applicability across languages.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 6 of its 41 references that are in the map. First posted on arXiv 6 Mar 2025.

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6 of 41 references.

References · 6

  1. 2023Role-Play with Large Language Modelscited by 294
  2. 2024Complex systems approach to natural languagecited by 12
  3. 2016In narrative texts punctuation marks obey the same statistics as wordscited by 11
  4. 2022Universal versus system-specific features of punctuation usage patterns in~major Western~languagescited by 7
  5. 2024Statistics of punctuation in experimental literature -- the remarkable case of "Finnegans Wake" by James Joycecited by 4
  6. 2025Multifractal hopscotch in "Hopscotch" by Julio Cortazarcited by 1

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