A computational analysis of lexical elaboration across languages

T Temuulen Khishigsuren (School of Psychological Sciences) T Terry Regier (Department of Linguistics) E Ekaterina Vylomova (School of Computing and Information Systems) C Charles Kemp (School of Psychological Sciences)

Abstract

Claims about lexical elaboration (e.g. Mongolian has many horse-related terms) are widespread in the scholarly and popular literature. Here, we show that computational analyses of bilingual dictionaries can be used to test claims about lexical elaboration at scale. We validate our approach by introducing BILA, a dataset including 1,574 bilingual dictionaries, and showing that it confirms 147 out of 163 previous claims from the literature. We then identify previously unreported examples of lexical elaboration, and analyze how lexical elaboration is influenced by ecological and cultural variables. Claims about lexical elaboration are sometimes dismissed as either obvious or fanciful, but our work suggests that large-scale computational approaches to the topic can produce nonobvious and well-grounded insights into language and culture.

Article Details

Volume / Issue Vol. 122, Issue 15
Published April 15, 2025
ISSN 0027-8424
Publisher National Academy of Sciences

Authors (4)

T

Temuulen Khishigsuren

School of Psychological Sciences

T

Terry Regier

Department of Linguistics

E

Ekaterina Vylomova

School of Computing and Information Systems

C

Charles Kemp

School of Psychological Sciences