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Conceptual similarity and communicative need shape colexification: an experimental study

arXiv 2103.11024 ↗First posted 19 Mar 2021cs.CLcited by 14

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Abstract (arXiv)

Colexification refers to the phenomenon of multiple meanings sharing one word in a language. Cross-linguistic lexification patterns have been shown to be largely predictable, as similar concepts are often colexified. We test a recent claim that, beyond this general tendency, communicative needs play an important role in shaping colexification patterns. We approach this question by means of a series of human experiments, using an artificial language communication game paradigm. Our results across four experiments match the previous cross-linguistic findings: all other things being equal, speakers do prefer to colexify similar concepts. However, we also find evidence supporting the communicative need hypothesis: when faced with a frequent need to distinguish similar pairs of meanings, speakers adjust their colexification preferences to maintain communicative efficiency, and avoid colexifying those similar meanings which need to be distinguished in communication. This research provides further evidence to support the argument that languages are shaped by the needs and preferences of their speakers.

Key facts. Cited by 14 papers in the map (data through 7 Oct 2026). Builds on 10 of its 89 references that are in the map. First posted on arXiv 19 Mar 2021.

Builds on

10 of 89 references.

References · 10

  1. 2016Enriching Word Vectors with Subword Informationcited by 1,578
  2. 2014SimLex-999: Evaluating Semantic Models with (Genuine) Similarity Estimationcited by 170
  3. 2019Time-Out: Temporal Referencing for Robust Modeling of Lexical Semantic Changecited by 32
  4. 2020Where New Words Are Born: Distributional Semantic Analysis of Neologisms and Their Semantic Neighborhoodscited by 17
  5. 2018Unsupervised Multilingual Word Embeddingscited by 16
  6. 2018Color naming reflects both perceptual structure and communicative needcited by 13
  7. 2019Semantic categories of artifacts and animals reflect efficient codingcited by 13
  8. 2016Evolutionary forces in language changecited by 10
  9. 2018Quantifying the dynamics of topical fluctuations in languagecited by 6
  10. 2020The Typology of Polysemy: A Multilingual Distributional Frameworkcited by 2

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Citing papers per year: 2022: 4; 2023: 4; 2024: 3; 2025: 2; 2026: 1.

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