{"title":"Linguistic Affordances Framework: A Linguistic-Sociological Approach for the Social Study of Language Technology","authors":"Haley Lepp, AJ Alvero","doi":"10.1177/08944393251366242","DOIUrl":null,"url":null,"abstract":"This paper describes a three-part framework to study how language technologies elucidate and shape linguistic relations in society. Reframing a mountain of evidence about language bias in LLMs, we introduce the concept of <jats:italic>linguistic affordances</jats:italic> to attend to how an object can shape social relations through language. First, we contextualize how language ideologies inform social relations in a particular setting. Next, we examine how language ideologies shape the construction of the linguistic affordances of a language technology. Finally, we examine how the linguistic affordances of language technologies lead to new associations that link language and social worth. We describe how this framework can inform both the study of language technologies and the use of language technologies in social science. We demonstrate the framework with two examples: the use of LLMs in college admissions and the adoption of LLMs in scientific publishing.","PeriodicalId":49509,"journal":{"name":"Social Science Computer Review","volume":"51 1","pages":""},"PeriodicalIF":2.7000,"publicationDate":"2025-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Social Science Computer Review","FirstCategoryId":"90","ListUrlMain":"https://doi.org/10.1177/08944393251366242","RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
引用次数: 0
Abstract
This paper describes a three-part framework to study how language technologies elucidate and shape linguistic relations in society. Reframing a mountain of evidence about language bias in LLMs, we introduce the concept of linguistic affordances to attend to how an object can shape social relations through language. First, we contextualize how language ideologies inform social relations in a particular setting. Next, we examine how language ideologies shape the construction of the linguistic affordances of a language technology. Finally, we examine how the linguistic affordances of language technologies lead to new associations that link language and social worth. We describe how this framework can inform both the study of language technologies and the use of language technologies in social science. We demonstrate the framework with two examples: the use of LLMs in college admissions and the adoption of LLMs in scientific publishing.
期刊介绍:
Unique Scope Social Science Computer Review is an interdisciplinary journal covering social science instructional and research applications of computing, as well as societal impacts of informational technology. Topics included: artificial intelligence, business, computational social science theory, computer-assisted survey research, computer-based qualitative analysis, computer simulation, economic modeling, electronic modeling, electronic publishing, geographic information systems, instrumentation and research tools, public administration, social impacts of computing and telecommunications, software evaluation, world-wide web resources for social scientists. Interdisciplinary Nature Because the Uses and impacts of computing are interdisciplinary, so is Social Science Computer Review. The journal is of direct relevance to scholars and scientists in a wide variety of disciplines. In its pages you''ll find work in the following areas: sociology, anthropology, political science, economics, psychology, computer literacy, computer applications, and methodology.