Bridging Nations: Quantifying the Role of Multilinguals in Communication on Social Media
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Abstract (arXiv)
Social media enables the rapid spread of many kinds of information, from memes to social movements. However, little is known about how information crosses linguistic boundaries. We apply causal inference techniques on the European Twitter network to quantify multilingual users' structural role and communication influence in cross-lingual information exchange. Overall, multilinguals play an essential role; posting in multiple languages increases betweenness centrality by 13%, and having a multilingual network neighbor increases monolinguals' odds of sharing domains and hashtags from another language 16-fold and 4-fold, respectively. We further show that multilinguals have a greater impact on diffusing information less accessible to their monolingual compatriots, such as information from far-away countries and content about regional politics, nascent social movements, and job opportunities. By highlighting information exchange across borders, this work sheds light on a crucial component of how information and ideas spread around the world.
Key facts. Cited by 2 papers in the map (data through 7 Oct 2026). Builds on 12 of its 66 references that are in the map. First posted on arXiv 7 Apr 2023.
Builds on
12 of 66 references.
References · 12
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- 2016FastText.zip: Compressing text classification modelscited by 331
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- 2021Is Automated Topic Model Evaluation Broken?: The Incoherence of Coherencecited by 74
- 2020Cross-lingual Contextualized Topic Models with Zero-shot Learningcited by 66
- 2013Where in the World are You? Geolocation and Language Identification in Twittercited by 11
- 2013Multilinguals and Wikipedia Editingcited by 9
- 2014Geotagging One Hundred Million Twitter Accounts with Total Variation Minimizationcited by 9
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- 2018S'i o no, qu`e penses? Catalonian Independence and Linguistic Identity on Social Mediacited by 3
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Citing papers per year: 2025: 1; 2026: 1.
2 papers.