Migge, Bettina
ORCID: 0000-0002-3305-7113, Schneider, Britta
ORCID: 0000-0003-0377-5808 and Erdocia, Iker
ORCID: 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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