Aug 2026· Linguistics Vanguard· 0 citations· 19 references
Abstract
Abstract This study investigates how nonexperts conceptualize linguistics and what they most want to know about language. We recruited 812 English-speaking participants from Canada, the United States, and the United Kingdom via Prolific to complete four open-ended surveys (N = 406 on perceived professional foci; N = 406 on desired research topics). All responses were segmented into 2,684 statements and analyzed with unsupervised natural language processing: sentence embeddings (all-MiniLM-L6-v2) followed by k-means clustering, yielding 29 topic clusters. Results show that respondents broadly recognize core subfields (e.g., syntax, phonetics/phonology, morphology, semantics, historical linguistics) and also reproduce familiar misconceptions (e.g., linguists as translators; linguists as language or literature teachers). Public curiosity, however, concentrates on applied and experiential themes – language learning and learnability, bilingualism, dialect differences, and the origins, spread, and loss of languages. Topics linking variation, cognition, and development (sociolinguistics, acquisition, psycho-/neurolinguistics) form shared ground. We discuss how these high-interest domains can serve as entry points for communicating foundational linguistic concepts.
This paper examines the types of English-language questions posed by learners on HiNative, a global peer-to-peer language learning platform. While online question-and-answer platforms have been widely adopted for language learning, the linguistic focus and distribution of learner-generated questions in self-access digi...
R. Alsharif· Theory and Practice in Langu...· 0 citations
The Cross-Lingual Comprehension Gap (CLCG) is defined as the reduction in response quality when the same content and question are presented in a target language rather than in English.
Professional communication is increasingly mediated by LLMs - but do these models serve all users equally? We show that when prompts contain linguistic features more commonly used by women (hedges, tag questions, collective reference), they systematically elicit shorter, less sophisticated, and less formal responses ac...
Recently, contact linguistics has become increasingly interested in multiword units. At the same time, the code-copying framework (CCF) includes the notion of mixed copies (MCs) that are in-between global copies (‘borrowing’) and selective copies (‘structural change’) and illustrate the transition between the lexic...
A. Verschik, H. Kask· International Journal of Bil...· 0 citations
Comparison of five widely used large language models suggests that AI-generated language may shape how culturally situated perspectives are expressed, with differences across models indicating that AI-generated language may shape how culturally situated perspectives are expressed.
Ashkan Goudarzi, Aylar Naderi Zonouz· Digital Studies in Language...· 0 citations
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