mlsanityData to 7 Oct 2026

Language Diversity: Visible to Humans, Exploitable by Machines

arXiv 2203.04723 ↗First posted 9 Mar 2022cs.CLcited by 8

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Abstract (arXiv)

The Universal Knowledge Core (UKC) is a large multilingual lexical database with a focus on language diversity and covering over a thousand languages. The aim of the database, as well as its tools and data catalogue, is to make the somewhat abstract notion of diversity visually understandable for humans and formally exploitable by machines. The UKC website lets users explore millions of individual words and their meanings, but also phenomena of cross-lingual convergence and divergence, such as shared interlingual meanings, lexicon similarities, cognate clusters, or lexical gaps. The UKC LiveLanguage Catalogue, in turn, provides access to the underlying lexical data in a computer-processable form, ready to be reused in cross-lingual applications.

Key facts. Cited by 8 papers in the map (data through 7 Oct 2026). Builds on 3 of its 55 references that are in the map. First posted on arXiv 9 Mar 2022.

Builds on

3 of 55 references.

References · 3

  1. 2021DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentationcited by 80
  2. 2018Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processingcited by 63
  3. 2021Bhasacitra: Visualising the dialect geography of South Asiacited by 4

Built on by

Cited by year (2026 to 7 Oct)

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

8 papers.