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Sociolinguists against the AI hype? AI tools in sociolinguistics scholarship

Migge, Bettina orcid logoORCID: 0000-0002-3305-7113, Schneider, Britta orcid logoORCID: 0000-0003-0377-5808 and Erdocia, Iker orcid logoORCID: 0000-0003-2459-1346 (2026) Sociolinguists against the AI hype? AI tools in sociolinguistics scholarship. Linguistics Vanguard . ISSN 2199-174X

Abstract
This paper examines sociolinguists’ views of and engagement with artificial intelligence technology in sociolinguistics scholarship, an area that has received little systematic attention to date. Drawing on a global survey of 274 respondents, the study reveals that while automatization and AI tools are mainly used for efficiency and experimentation purposes, their adoption for data collection and analysis remains limited. Moreover, sociolinguists express strong reservations about AI, including concerns over ethical, environmental, research integrity, and power-related issues. Our data show that AI technology has not disrupted the epistemological or methodological foundations of sociolinguistics research. We argue that under structural pressures to maximize productivity and efficiency, sociolinguistics positions itself as a cautious field, calling for critical reflection on the so-called AI hype. The study urges continued scrutiny of AI’s implications for the production of sociolinguistic knowledge.
Metadata
Item Type:Article (Published)
Refereed:Yes
Uncontrolled Keywords:Sociolinguistics; research ethics; big tech; AI and linguistics
Subjects:Computer Science > Artificial intelligence
Humanities > Language
Humanities > Linguistics
DCU Faculties and Centres:DCU Faculties and Schools > Faculty of Humanities and Social Science
DCU Faculties and Schools > Faculty of Humanities and Social Science > School of Applied Language and Intercultural Studies
Publisher:De Gruyter Mouton
Official URL:https://www.degruyterbrill.com/document/doi/10.151...
Copyright Information:Authors
Funders:Dublin City University, Faculty of Humanities and Social Sciences
ID Code:33515
Deposited On:02 Oct 2026 13:05 by Iker Erdocia Iniguez . Last Modified 02 Oct 2026 13:05
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