Language Diversity: Visible to Humans, Exploitable by Machines
Not on the map. Why?
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
- 2021DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentationcited by 80
- 2018Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processingcited by 63
- 2021Bhasacitra: Visualising the dialect geography of South Asiacited by 4
Built on by
Citing papers per year: 2022: 1; 2023: 3; 2024: 2; 2025: 1; 2026: 1.
8 papers.
- 2022Using Linguistic Typology to Enrich Multilingual Lexicons: the Case of Lexical Gaps in Kinshipcited by 9
- 2023Towards Bridging the Digital Language Dividecited by 7
- 2023Representing Interlingual Meaning in Lexical Databasescited by 4
- 2023Lexical Diversity in Kinship Across Languages and Dialectscited by 4
- 2025A survey of diversity quantification in natural language processing: The why, what, where and howcited by 4
- 2024Layers of technology in pluriversal design. Decolonising language technology with the LiveLanguage initiativecited by 2
- 2024Crowdsourcing Lexical Diversitycited by 1
- 2026A Diversity Diet for a Healthier Model: A Case Study of French ModernBERTcited by 0
- 2026A Diversity Diet for a Healthier Model: A Case Study of French ModernBERT25 Feb 2026
- 2025A survey of diversity quantification in natural language processing: The why, what, where and how28 Jul 2025
- 2024Crowdsourcing Lexical Diversity30 Oct 2024
- 2024Layers of technology in pluriversal design. Decolonising language technology with the LiveLanguage initiative2 May 2024
- 2023Lexical Diversity in Kinship Across Languages and Dialects24 Aug 2023
- 2023Towards Bridging the Digital Language Divide25 Jul 2023
- 2023Representing Interlingual Meaning in Lexical Databases22 Jan 2023
- 2022Using Linguistic Typology to Enrich Multilingual Lexicons: the Case of Lexical Gaps in Kinship11 Apr 2022