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Process / pipelineLexical diversity / vocabulary richness measures

Type-Token Ratio

The type-token ratio (TTR) is the oldest and most widely used measure of lexical diversity: the number of distinct word types in a text divided by the total number of word tokens. A text in which few words repeat yields a TTR near 1, while a text that recycles a small vocabulary yields a TTR near 0. Despite its intuitive appeal and trivial computation, the raw ratio is severely confounded by text length, which has motivated a long line of length-correcting transformations and, ultimately, the more robust indices that have largely superseded it for serious comparison.

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来源

  1. Johnson, W. (1944). Studies in language behavior: A program of research. Psychological Monographs, 56(2), 1–15. DOI: 10.1037/h0093508
  2. Malvern, D., Richards, B., Chipere, N., & Durán, P. (2004). Lexical Diversity and Language Development: Quantification and Assessment. Palgrave Macmillan. ISBN: 9781403902313
  3. McCarthy, P. M., & Jarvis, S. (2010). MTLD, vocd-D, and HD-D: A validation study of sophisticated approaches to lexical diversity assessment. Behavior Research Methods, 42(2), 381–392. DOI: 10.3758/BRM.42.2.381

如何引用本页

ScholarGate. (2026, June 22). Type-Token Ratio (TTR) for Lexical Diversity. ScholarGate. https://scholargate.app/zh/linguistics/type-token-ratio

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ScholarGateType-Token Ratio (Type-Token Ratio (TTR) for Lexical Diversity). 于 2026-06-24 检索自 https://scholargate.app/zh/linguistics/type-token-ratio · 数据集: https://doi.org/10.5281/zenodo.20539026