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Patterns of Persistence and Diffusibility across the World's Languages

arXiv 2401.01698 ↗First posted 3 Jan 2024cs.CLcited by 0

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Abstract (arXiv)

Language similarities can be caused by genetic relatedness, areal contact, universality, or chance. Colexification, i.e. a type of similarity where a single lexical form is used to convey multiple meanings, is underexplored. In our work, we shed light on the linguistic causes of cross-lingual similarity in colexification and phonology, by exploring genealogical stability (persistence) and contact-induced change (diffusibility). We construct large-scale graphs incorporating semantic, genealogical, phonological and geographical data for 1,966 languages. We then show the potential of this resource, by investigating several established hypotheses from previous work in linguistics, while proposing new ones. Our results strongly support a previously established hypothesis in the linguistic literature, while offering contradicting evidence to another. Our large scale resource opens for further research across disciplines, e.g.~in multilingual NLP and comparative linguistics.

Key facts. No citing papers in the map yet (data through 7 Oct 2026). Builds on 13 of its 71 references that are in the map. First posted on arXiv 3 Jan 2024.

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References · 13

  1. 2017Learning Language Representations for Typology Predictioncited by 40
  2. 2018Global-scale phylogenetic linguistic inference from lexical resourcescited by 15
  3. 2018On the Complexity and Typology of Inflectional Morphological Systemscited by 15
  4. 2021Conceptual similarity and communicative need shape colexification: an experimental studycited by 14
  5. 2018From Phonology to Syntax: Unsupervised Linguistic Typology at Different Levels with Language Embeddingscited by 13
  6. 2020SIGTYP 2020 Shared Task: Prediction of Typological Featurescited by 13
  7. 2023A Crosslingual Investigation of Conceptualization in 1335 Languagescited by 11
  8. 2023Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphscited by 11
  9. 2021Does Typological Blinding Impede Cross-Lingual Sharing?cited by 9
  10. 2019A Probabilistic Generative Model of Linguistic Typologycited by 8
  11. 2017Tracking Typological Traits of Uralic Languages in Distributed Language Representationscited by 7
  12. 2019Uncovering Probabilistic Implications in Typological Knowledge Basescited by 4
1 more
  1. 2023Colexifications for Bootstrapping Cross-lingual Datasets: The Case of Phonology, Concreteness, and Affectivenesscited by 2

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